├── .gcloudignore ├── .gitignore ├── README.md ├── api ├── main-tf-serving.py ├── main.py └── requirements.txt ├── frontend ├── .env.example ├── .gitignore ├── README.md ├── package-lock.json ├── package.json ├── public │ ├── cblogo.PNG │ ├── index.html │ └── robots.txt └── src │ ├── App.js │ ├── App.test.js │ ├── bg.png │ ├── cblogo.PNG │ ├── home.js │ ├── index.css │ ├── index.js │ ├── leaf.jpg │ └── reportWebVitals.js ├── gcp ├── extra │ └── main_with_tf_lite.py ├── main.py └── requirements.txt ├── mobile-app ├── .buckconfig ├── .editorconfig ├── .env.example ├── .eslintrc.js ├── .flowconfig ├── .gitattributes ├── .gitignore ├── .prettierrc.js ├── .watchmanconfig ├── App.js ├── Permissions.js ├── __tests__ │ └── App-test.js ├── android │ ├── app │ │ ├── BUCK │ │ ├── build.gradle │ │ ├── build_defs.bzl │ │ ├── debug.keystore │ │ ├── proguard-rules.pro │ │ └── src │ │ │ ├── debug │ │ │ ├── AndroidManifest.xml │ │ │ └── java │ │ │ │ └── com │ │ │ │ └── mldemo │ │ │ │ └── ReactNativeFlipper.java │ │ │ └── main │ │ │ ├── AndroidManifest.xml │ │ │ ├── assets │ │ │ └── fonts │ │ │ │ └── Roboto-Bold.ttf │ │ │ ├── java │ │ │ └── com │ │ │ │ └── mldemo │ │ │ │ ├── MainActivity.java │ │ │ │ └── MainApplication.java │ │ │ └── res │ │ │ ├── drawable │ │ │ ├── background.jpeg │ │ │ ├── camera.png │ │ │ ├── cblogo.PNG │ │ │ ├── clean.png │ │ │ ├── gallery.png │ │ │ └── pic1.jpeg │ │ │ ├── mipmap-hdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-mdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xxhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xxxhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ └── values │ │ │ ├── strings.xml │ │ │ └── styles.xml │ ├── build.gradle │ ├── gradle.properties │ ├── gradle │ │ └── wrapper │ │ │ ├── gradle-wrapper.jar │ │ │ └── gradle-wrapper.properties │ ├── gradlew │ ├── gradlew.bat │ └── settings.gradle ├── app.json ├── babel.config.js ├── index.js ├── ios │ ├── Podfile │ ├── Podfile.lock │ ├── Roboto-Bold.ttf │ ├── fonts │ │ └── Roboto-Bold.ttf │ ├── mlDemo.xcodeproj │ │ ├── project.pbxproj │ │ └── xcshareddata │ │ │ └── xcschemes │ │ │ └── mlDemo.xcscheme │ ├── mlDemo.xcworkspace │ │ ├── contents.xcworkspacedata │ │ └── xcshareddata │ │ │ └── IDEWorkspaceChecks.plist │ ├── mlDemo │ │ ├── AppDelegate.h │ │ ├── AppDelegate.m │ │ ├── Images.xcassets │ │ │ ├── AppIcon.appiconset │ │ │ │ └── Contents.json │ │ │ ├── Contents.json │ │ │ ├── background.imageset │ │ │ │ ├── Contents.json │ │ │ │ └── background.jpeg │ │ │ ├── camera.imageset │ │ │ │ ├── Contents.json │ │ │ │ └── camera.png │ │ │ ├── clean.imageset │ │ │ │ ├── Contents.json │ │ │ │ └── clean.png │ │ │ └── gallery.imageset │ │ │ │ ├── Contents.json │ │ │ │ └── gallery.png │ │ ├── Info.plist │ │ ├── LaunchScreen.storyboard │ │ └── main.m │ └── mlDemoTests │ │ ├── Info.plist │ │ └── mlDemoTests.m ├── metro.config.js ├── package.json └── yarn.lock ├── models.config.example ├── potatoes.h5 ├── saved_models ├── 1 │ ├── keras_metadata.pb │ ├── saved_model.pb │ └── variables │ │ ├── variables.data-00000-of-00001 │ │ └── variables.index ├── 2 │ ├── keras_metadata.pb │ ├── saved_model.pb │ └── variables │ │ ├── variables.data-00000-of-00001 │ │ └── variables.index └── 3 │ ├── keras_metadata.pb │ ├── saved_model.pb │ └── variables │ ├── variables.data-00000-of-00001 │ └── variables.index ├── test_images_from_internet ├── early_blight_1.jpg └── late_blight_1.jpg ├── tf-lite-models ├── 1.tflite └── 2.tflite └── training ├── extra └── potato-disease-training.ipynb ├── potato-disease-classification-model-using-image-data-generator.ipynb ├── potato-disease-classification-model.ipynb ├── requirements.txt ├── tf-lite-conversion-post-training.ipynb ├── tf-lite-conversion-quantized-aware-training.ipynb └── tf-lite-converter.ipynb /.gcloudignore: -------------------------------------------------------------------------------- 1 | # This file specifies files that are *not* uploaded to Google Cloud Platform 2 | # using gcloud. It follows the same syntax as .gitignore, with the addition of 3 | # "#!include" directives (which insert the entries of the given .gitignore-style 4 | # file at that point). 5 | # 6 | # For more information, run: 7 | # $ gcloud topic gcloudignore 8 | # 9 | .gcloudignore 10 | # If you would like to upload your .git directory, .gitignore file or files 11 | # from your .gitignore file, remove the corresponding line 12 | # below: 13 | .git 14 | .gitignore 15 | 16 | node_modules 17 | #!include:.gitignore 18 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .vscode 2 | .pycharm 3 | __pycache__ 4 | .idea 5 | .ipynb_checkpoints 6 | models.config 7 | PlantVillage/ -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Potato Disease Classification 2 | 3 | ## Setup for Python: 4 | 5 | 1. Install Python ([Setup instructions](https://wiki.python.org/moin/BeginnersGuide)) 6 | 7 | 2. Install Python packages 8 | 9 | ``` 10 | pip3 install -r training/requirements.txt 11 | pip3 install -r api/requirements.txt 12 | ``` 13 | 14 | 3. Install Tensorflow Serving ([Setup instructions](https://www.tensorflow.org/tfx/serving/setup)) 15 | 16 | ## Setup for ReactJS 17 | 18 | 1. Install Nodejs ([Setup instructions](https://nodejs.org/en/download/package-manager/)) 19 | 2. Install NPM ([Setup instructions](https://www.npmjs.com/get-npm)) 20 | 3. Install dependencies 21 | 22 | ```bash 23 | cd frontend 24 | npm install --from-lock-json 25 | npm audit fix 26 | ``` 27 | 28 | 4. Copy `.env.example` as `.env`. 29 | 30 | 5. Change API url in `.env`. 31 | 32 | ## Setup for React-Native app 33 | 34 | 1. Go to the [React Native environment setup](https://reactnative.dev/docs/environment-setup), then select `React Native CLI Quickstart` tab. 35 | 36 | 2. Install dependencies 37 | 38 | ```bash 39 | cd mobile-app 40 | yarn install 41 | ``` 42 | 43 | - 2.1 Only for mac users 44 | ```bash 45 | cd ios && pod install && cd ../ 46 | ``` 47 | 48 | 3. Copy `.env.example` as `.env`. 49 | 50 | 4. Change API url in `.env`. 51 | 52 | ## Training the Model 53 | 54 | 1. Download the data from [kaggle](https://www.kaggle.com/arjuntejaswi/plant-village). 55 | 2. Only keep folders related to Potatoes. 56 | 3. Run Jupyter Notebook in Browser. 57 | 58 | ```bash 59 | jupyter notebook 60 | ``` 61 | 62 | 4. Open `training/potato-disease-training.ipynb` in Jupyter Notebook. 63 | 5. In cell #2, update the path to dataset. 64 | 6. Run all the Cells one by one. 65 | 7. Copy the model generated and save it with the version number in the `models` folder. 66 | 67 | ## Running the API 68 | 69 | ### Using FastAPI 70 | 71 | 1. Get inside `api` folder 72 | 73 | ```bash 74 | cd api 75 | ``` 76 | 77 | 2. Run the FastAPI Server using uvicorn 78 | 79 | ```bash 80 | uvicorn main:app --reload --host 0.0.0.0 81 | ``` 82 | 83 | 3. Your API is now running at `0.0.0.0:8000` 84 | 85 | ### Using FastAPI & TF Serve 86 | 87 | 1. Get inside `api` folder 88 | 89 | ```bash 90 | cd api 91 | ``` 92 | 93 | 2. Copy the `models.config.example` as `models.config` and update the paths in file. 94 | 3. Run the TF Serve (Update config file path below) 95 | 96 | ```bash 97 | docker run -t --rm -p 8501:8501 -v C:/Code/potato-disease-classification:/potato-disease-classification tensorflow/serving --rest_api_port=8501 --model_config_file=/potato-disease-classification/models.config 98 | ``` 99 | 100 | 4. Run the FastAPI Server using uvicorn 101 | For this you can directly run it from your main.py or main-tf-serving.py using pycharm run option (as shown in the video tutorial) 102 | OR you can run it from command prompt as shown below, 103 | 104 | ```bash 105 | uvicorn main-tf-serving:app --reload --host 0.0.0.0 106 | ``` 107 | 108 | 5. Your API is now running at `0.0.0.0:8000` 109 | 110 | ## Running the Frontend 111 | 112 | 1. Get inside `api` folder 113 | 114 | ```bash 115 | cd frontend 116 | ``` 117 | 118 | 2. Copy the `.env.example` as `.env` and update `REACT_APP_API_URL` to API URL if needed. 119 | 3. Run the frontend 120 | 121 | ```bash 122 | npm run start 123 | ``` 124 | 125 | ## Running the app 126 | 127 | 1. Get inside `mobile-app` folder 128 | 129 | ```bash 130 | cd mobile-app 131 | ``` 132 | 133 | 2. Copy the `.env.example` as `.env` and update `URL` to API URL if needed. 134 | 135 | 3. Run the app (android/iOS) 136 | 137 | ```bash 138 | npm run android 139 | ``` 140 | 141 | or 142 | 143 | ```bash 144 | npm run ios 145 | ``` 146 | 147 | 4. Creating public ([signed APK](https://reactnative.dev/docs/signed-apk-android)) 148 | 149 | 150 | ## Creating the TF Lite Model 151 | 152 | 1. Run Jupyter Notebook in Browser. 153 | 154 | ```bash 155 | jupyter notebook 156 | ``` 157 | 158 | 2. Open `training/tf-lite-converter.ipynb` in Jupyter Notebook. 159 | 3. In cell #2, update the path to dataset. 160 | 4. Run all the Cells one by one. 161 | 5. Model would be saved in `tf-lite-models` folder. 162 | 163 | ## Deploying the TF Lite on GCP 164 | 165 | 1. Create a [GCP account](https://console.cloud.google.com/freetrial/signup/tos?_ga=2.25841725.1677013893.1627213171-706917375.1627193643&_gac=1.124122488.1627227734.Cj0KCQjwl_SHBhCQARIsAFIFRVVUZFV7wUg-DVxSlsnlIwSGWxib-owC-s9k6rjWVaF4y7kp1aUv5eQaAj2kEALw_wcB). 166 | 2. Create a [Project on GCP](https://cloud.google.com/appengine/docs/standard/nodejs/building-app/creating-project) (Keep note of the project id). 167 | 3. Create a [GCP bucket](https://console.cloud.google.com/storage/browser/). 168 | 4. Upload the potatoes.h5 model in the bucket in the path `models/potatos.h5`. 169 | 5. Install Google Cloud SDK ([Setup instructions](https://cloud.google.com/sdk/docs/quickstarts)). 170 | 6. Authenticate with Google Cloud SDK. 171 | 172 | ```bash 173 | gcloud auth login 174 | ``` 175 | 176 | 7. Run the deployment script. 177 | 178 | ```bash 179 | cd gcp 180 | gcloud functions deploy predict_lite --runtime python38 --trigger-http --memory 512 --project project_id 181 | ``` 182 | 183 | 8. Your model is now deployed. 184 | 9. Use Postman to test the GCF using the [Trigger URL](https://cloud.google.com/functions/docs/calling/http). 185 | 186 | Inspiration: https://cloud.google.com/blog/products/ai-machine-learning/how-to-serve-deep-learning-models-using-tensorflow-2-0-with-cloud-functions 187 | 188 | ## Deploying the TF Model (.h5) on GCP 189 | 190 | 1. Create a [GCP account](https://console.cloud.google.com/freetrial/signup/tos?_ga=2.25841725.1677013893.1627213171-706917375.1627193643&_gac=1.124122488.1627227734.Cj0KCQjwl_SHBhCQARIsAFIFRVVUZFV7wUg-DVxSlsnlIwSGWxib-owC-s9k6rjWVaF4y7kp1aUv5eQaAj2kEALw_wcB). 191 | 2. Create a [Project on GCP](https://cloud.google.com/appengine/docs/standard/nodejs/building-app/creating-project) (Keep note of the project id). 192 | 3. Create a [GCP bucket](https://console.cloud.google.com/storage/browser/). 193 | 4. Upload the tf .h5 model generate in the bucket in the path `models/potato-model.h5`. 194 | 5. Install Google Cloud SDK ([Setup instructions](https://cloud.google.com/sdk/docs/quickstarts)). 195 | 6. Authenticate with Google Cloud SDK. 196 | 197 | ```bash 198 | gcloud auth login 199 | ``` 200 | 201 | 7. Run the deployment script. 202 | 203 | ```bash 204 | cd gcp 205 | gcloud functions deploy predict --runtime python38 --trigger-http --memory 512 --project project_id 206 | ``` 207 | 208 | 8. Your model is now deployed. 209 | 9. Use Postman to test the GCF using the [Trigger URL](https://cloud.google.com/functions/docs/calling/http). 210 | 211 | Inspiration: https://cloud.google.com/blog/products/ai-machine-learning/how-to-serve-deep-learning-models-using-tensorflow-2-0-with-cloud-functions 212 | 213 | -------------------------------------------------------------------------------- /api/main-tf-serving.py: -------------------------------------------------------------------------------- 1 | from fastapi import FastAPI, File, UploadFile 2 | from fastapi.middleware.cors import CORSMiddleware 3 | import uvicorn 4 | import numpy as np 5 | from io import BytesIO 6 | from PIL import Image 7 | import tensorflow as tf 8 | import requests 9 | 10 | app = FastAPI() 11 | 12 | origins = [ 13 | "http://localhost", 14 | "http://localhost:3000", 15 | ] 16 | app.add_middleware( 17 | CORSMiddleware, 18 | allow_origins=origins, 19 | allow_credentials=True, 20 | allow_methods=["*"], 21 | allow_headers=["*"], 22 | ) 23 | 24 | endpoint = "http://localhost:8501/v1/models/potatoes_model:predict" 25 | 26 | CLASS_NAMES = ["Early Blight", "Late Blight", "Healthy"] 27 | 28 | @app.get("/ping") 29 | async def ping(): 30 | return "Hello, I am alive" 31 | 32 | def read_file_as_image(data) -> np.ndarray: 33 | image = np.array(Image.open(BytesIO(data))) 34 | return image 35 | 36 | @app.post("/predict") 37 | async def predict( 38 | file: UploadFile = File(...) 39 | ): 40 | image = read_file_as_image(await file.read()) 41 | img_batch = np.expand_dims(image, 0) 42 | 43 | json_data = { 44 | "instances": img_batch.tolist() 45 | } 46 | 47 | response = requests.post(endpoint, json=json_data) 48 | prediction = np.array(response.json()["predictions"][0]) 49 | 50 | predicted_class = CLASS_NAMES[np.argmax(prediction)] 51 | confidence = np.max(prediction) 52 | 53 | return { 54 | "class": predicted_class, 55 | "confidence": float(confidence) 56 | } 57 | 58 | if __name__ == "__main__": 59 | uvicorn.run(app, host='localhost', port=8000) 60 | 61 | -------------------------------------------------------------------------------- /api/main.py: -------------------------------------------------------------------------------- 1 | 2 | 3 | from fastapi import FastAPI, File, UploadFile 4 | from fastapi.middleware.cors import CORSMiddleware 5 | import uvicorn 6 | import numpy as np 7 | from io import BytesIO 8 | from PIL import Image 9 | import tensorflow as tf 10 | 11 | app = FastAPI() 12 | 13 | origins = [ 14 | "http://localhost", 15 | "http://localhost:3000", 16 | ] 17 | app.add_middleware( 18 | CORSMiddleware, 19 | allow_origins=origins, 20 | allow_credentials=True, 21 | allow_methods=["*"], 22 | allow_headers=["*"], 23 | ) 24 | 25 | MODEL = tf.keras.models.load_model("../saved_models/1") 26 | 27 | CLASS_NAMES = ["Early Blight", "Late Blight", "Healthy"] 28 | 29 | @app.get("/ping") 30 | async def ping(): 31 | return "Hello, I am alive" 32 | 33 | def read_file_as_image(data) -> np.ndarray: 34 | image = np.array(Image.open(BytesIO(data))) 35 | return image 36 | 37 | @app.post("/predict") 38 | async def predict( 39 | file: UploadFile = File(...) 40 | ): 41 | image = read_file_as_image(await file.read()) 42 | img_batch = np.expand_dims(image, 0) 43 | 44 | predictions = MODEL.predict(img_batch) 45 | 46 | predicted_class = CLASS_NAMES[np.argmax(predictions[0])] 47 | confidence = np.max(predictions[0]) 48 | return { 49 | 'class': predicted_class, 50 | 'confidence': float(confidence) 51 | } 52 | 53 | if __name__ == "__main__": 54 | uvicorn.run(app, host='localhost', port=8000) 55 | 56 | -------------------------------------------------------------------------------- /api/requirements.txt: -------------------------------------------------------------------------------- 1 | tensorflow==2.5.0 2 | fastapi 3 | uvicorn 4 | python-multipart 5 | pillow 6 | tensorflow-serving-api==2.5.0 7 | matplotlib 8 | numpy -------------------------------------------------------------------------------- /frontend/.env.example: -------------------------------------------------------------------------------- 1 | REACT_APP_API_URL=http://0.0.0.0:8000/predict 2 | -------------------------------------------------------------------------------- /frontend/.gitignore: -------------------------------------------------------------------------------- 1 | # See https://help.github.com/articles/ignoring-files/ for more about ignoring files. 2 | 3 | # dependencies 4 | /node_modules 5 | /.pnp 6 | .pnp.js 7 | 8 | # testing 9 | /coverage 10 | 11 | # production 12 | /build 13 | 14 | # misc 15 | .DS_Store 16 | .env.local 17 | .env.development.local 18 | .env.test.local 19 | .env.production.local 20 | .env 21 | npm-debug.log* 22 | yarn-debug.log* 23 | yarn-error.log* 24 | -------------------------------------------------------------------------------- /frontend/README.md: -------------------------------------------------------------------------------- 1 | # Getting Started with Create React App 2 | 3 | This project was bootstrapped with [Create React App](https://github.com/facebook/create-react-app). 4 | 5 | ## Available Scripts 6 | 7 | In the project directory, you can run: 8 | 9 | ### `npm start` 10 | 11 | Runs the app in the development mode.\ 12 | Open [http://localhost:3000](http://localhost:3000) to view it in the browser. 13 | 14 | The page will reload if you make edits.\ 15 | You will also see any lint errors in the console. 16 | 17 | ### `npm test` 18 | 19 | Launches the test runner in the interactive watch mode.\ 20 | See the section about [running tests](https://facebook.github.io/create-react-app/docs/running-tests) for more information. 21 | 22 | ### `npm run build` 23 | 24 | Builds the app for production to the `build` folder.\ 25 | It correctly bundles React in production mode and optimizes the build for the best performance. 26 | 27 | The build is minified and the filenames include the hashes.\ 28 | Your app is ready to be deployed! 29 | 30 | See the section about [deployment](https://facebook.github.io/create-react-app/docs/deployment) for more information. 31 | 32 | ### `npm run eject` 33 | 34 | **Note: this is a one-way operation. Once you `eject`, you can’t go back!** 35 | 36 | If you aren’t satisfied with the build tool and configuration choices, you can `eject` at any time. This command will remove the single build dependency from your project. 37 | 38 | Instead, it will copy all the configuration files and the transitive dependencies (webpack, Babel, ESLint, etc) right into your project so you have full control over them. All of the commands except `eject` will still work, but they will point to the copied scripts so you can tweak them. At this point you’re on your own. 39 | 40 | You don’t have to ever use `eject`. The curated feature set is suitable for small and middle deployments, and you shouldn’t feel obligated to use this feature. However we understand that this tool wouldn’t be useful if you couldn’t customize it when you are ready for it. 41 | 42 | ## Learn More 43 | 44 | You can learn more in the [Create React App documentation](https://facebook.github.io/create-react-app/docs/getting-started). 45 | 46 | To learn React, check out the [React documentation](https://reactjs.org/). 47 | 48 | ### Code Splitting 49 | 50 | This section has moved here: [https://facebook.github.io/create-react-app/docs/code-splitting](https://facebook.github.io/create-react-app/docs/code-splitting) 51 | 52 | ### Analyzing the Bundle Size 53 | 54 | This section has moved here: [https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size](https://facebook.github.io/create-react-app/docs/analyzing-the-bundle-size) 55 | 56 | ### Making a Progressive Web App 57 | 58 | This section has moved here: [https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app](https://facebook.github.io/create-react-app/docs/making-a-progressive-web-app) 59 | 60 | ### Advanced Configuration 61 | 62 | This section has moved here: [https://facebook.github.io/create-react-app/docs/advanced-configuration](https://facebook.github.io/create-react-app/docs/advanced-configuration) 63 | 64 | ### Deployment 65 | 66 | This section has moved here: [https://facebook.github.io/create-react-app/docs/deployment](https://facebook.github.io/create-react-app/docs/deployment) 67 | 68 | ### `npm run build` fails to minify 69 | 70 | This section has moved here: [https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify](https://facebook.github.io/create-react-app/docs/troubleshooting#npm-run-build-fails-to-minify) 71 | -------------------------------------------------------------------------------- /frontend/package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "photo", 3 | "version": "0.1.0", 4 | "private": true, 5 | "dependencies": { 6 | "@material-ui/core": "^4.11.4", 7 | "@material-ui/icons": "^4.11.2", 8 | "axios": "^0.21.1", 9 | "material-ui-dropzone": "^3.5.0", 10 | "react": "^17.0.2", 11 | "react-dom": "^17.0.2", 12 | "react-scripts": "^4.0.3", 13 | "web-vitals": "^1.1.2" 14 | }, 15 | "scripts": { 16 | "start": "react-scripts start", 17 | "build": "react-scripts build", 18 | "test": "react-scripts test", 19 | "eject": "react-scripts eject" 20 | }, 21 | "eslintConfig": { 22 | "extends": [ 23 | "react-app", 24 | "react-app/jest" 25 | ] 26 | }, 27 | "browserslist": { 28 | "production": [ 29 | ">0.2%", 30 | "not dead", 31 | "not op_mini all" 32 | ], 33 | "development": [ 34 | "last 1 chrome version", 35 | "last 1 firefox version", 36 | "last 1 safari version" 37 | ] 38 | } 39 | } 40 | -------------------------------------------------------------------------------- /frontend/public/cblogo.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/frontend/public/cblogo.PNG -------------------------------------------------------------------------------- /frontend/public/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 12 | 13 | 17 | 18 | 27 | codebasics 28 | 29 | 30 | 31 |
32 | 42 | 43 | 44 | -------------------------------------------------------------------------------- /frontend/public/robots.txt: -------------------------------------------------------------------------------- 1 | # https://www.robotstxt.org/robotstxt.html 2 | User-agent: * 3 | Disallow: 4 | -------------------------------------------------------------------------------- /frontend/src/App.js: -------------------------------------------------------------------------------- 1 | import { ImageUpload } from "./home"; 2 | 3 | function App() { 4 | return ; 5 | } 6 | 7 | export default App; 8 | -------------------------------------------------------------------------------- /frontend/src/App.test.js: -------------------------------------------------------------------------------- 1 | import { render, screen } from '@testing-library/react'; 2 | import App from './App'; 3 | 4 | test('renders learn react link', () => { 5 | render(); 6 | const linkElement = screen.getByText(/learn react/i); 7 | expect(linkElement).toBeInTheDocument(); 8 | }); 9 | -------------------------------------------------------------------------------- /frontend/src/bg.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/frontend/src/bg.png -------------------------------------------------------------------------------- /frontend/src/cblogo.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/frontend/src/cblogo.PNG -------------------------------------------------------------------------------- /frontend/src/home.js: -------------------------------------------------------------------------------- 1 | import { useState, useEffect } from "react"; 2 | import { makeStyles, withStyles } from "@material-ui/core/styles"; 3 | import AppBar from "@material-ui/core/AppBar"; 4 | import Toolbar from "@material-ui/core/Toolbar"; 5 | import Typography from "@material-ui/core/Typography"; 6 | import Avatar from "@material-ui/core/Avatar"; 7 | import Container from "@material-ui/core/Container"; 8 | import React from "react"; 9 | import Card from "@material-ui/core/Card"; 10 | import CardContent from "@material-ui/core/CardContent"; 11 | import { Paper, CardActionArea, CardMedia, Grid, TableContainer, Table, TableBody, TableHead, TableRow, TableCell, Button, CircularProgress } from "@material-ui/core"; 12 | import cblogo from "./cblogo.PNG"; 13 | import image from "./bg.png"; 14 | import { DropzoneArea } from 'material-ui-dropzone'; 15 | import { common } from '@material-ui/core/colors'; 16 | import Clear from '@material-ui/icons/Clear'; 17 | 18 | 19 | 20 | 21 | const ColorButton = withStyles((theme) => ({ 22 | root: { 23 | color: theme.palette.getContrastText(common.white), 24 | backgroundColor: common.white, 25 | '&:hover': { 26 | backgroundColor: '#ffffff7a', 27 | }, 28 | }, 29 | }))(Button); 30 | const axios = require("axios").default; 31 | 32 | const useStyles = makeStyles((theme) => ({ 33 | grow: { 34 | flexGrow: 1, 35 | }, 36 | clearButton: { 37 | width: "-webkit-fill-available", 38 | borderRadius: "15px", 39 | padding: "15px 22px", 40 | color: "#000000a6", 41 | fontSize: "20px", 42 | fontWeight: 900, 43 | }, 44 | root: { 45 | maxWidth: 345, 46 | flexGrow: 1, 47 | }, 48 | media: { 49 | height: 400, 50 | }, 51 | paper: { 52 | padding: theme.spacing(2), 53 | margin: 'auto', 54 | maxWidth: 500, 55 | }, 56 | gridContainer: { 57 | justifyContent: "center", 58 | padding: "4em 1em 0 1em", 59 | }, 60 | mainContainer: { 61 | backgroundImage: `url(${image})`, 62 | backgroundRepeat: 'no-repeat', 63 | backgroundPosition: 'center', 64 | backgroundSize: 'cover', 65 | height: "93vh", 66 | marginTop: "8px", 67 | }, 68 | imageCard: { 69 | margin: "auto", 70 | maxWidth: 400, 71 | height: 500, 72 | backgroundColor: 'transparent', 73 | boxShadow: '0px 9px 70px 0px rgb(0 0 0 / 30%) !important', 74 | borderRadius: '15px', 75 | }, 76 | imageCardEmpty: { 77 | height: 'auto', 78 | }, 79 | noImage: { 80 | margin: "auto", 81 | width: 400, 82 | height: "400 !important", 83 | }, 84 | input: { 85 | display: 'none', 86 | }, 87 | uploadIcon: { 88 | background: 'white', 89 | }, 90 | tableContainer: { 91 | backgroundColor: 'transparent !important', 92 | boxShadow: 'none !important', 93 | }, 94 | table: { 95 | backgroundColor: 'transparent !important', 96 | }, 97 | tableHead: { 98 | backgroundColor: 'transparent !important', 99 | }, 100 | tableRow: { 101 | backgroundColor: 'transparent !important', 102 | }, 103 | tableCell: { 104 | fontSize: '22px', 105 | backgroundColor: 'transparent !important', 106 | borderColor: 'transparent !important', 107 | color: '#000000a6 !important', 108 | fontWeight: 'bolder', 109 | padding: '1px 24px 1px 16px', 110 | }, 111 | tableCell1: { 112 | fontSize: '14px', 113 | backgroundColor: 'transparent !important', 114 | borderColor: 'transparent !important', 115 | color: '#000000a6 !important', 116 | fontWeight: 'bolder', 117 | padding: '1px 24px 1px 16px', 118 | }, 119 | tableBody: { 120 | backgroundColor: 'transparent !important', 121 | }, 122 | text: { 123 | color: 'white !important', 124 | textAlign: 'center', 125 | }, 126 | buttonGrid: { 127 | maxWidth: "416px", 128 | width: "100%", 129 | }, 130 | detail: { 131 | backgroundColor: 'white', 132 | display: 'flex', 133 | justifyContent: 'center', 134 | flexDirection: 'column', 135 | alignItems: 'center', 136 | }, 137 | appbar: { 138 | background: '#be6a77', 139 | boxShadow: 'none', 140 | color: 'white' 141 | }, 142 | loader: { 143 | color: '#be6a77 !important', 144 | } 145 | })); 146 | export const ImageUpload = () => { 147 | const classes = useStyles(); 148 | const [selectedFile, setSelectedFile] = useState(); 149 | const [preview, setPreview] = useState(); 150 | const [data, setData] = useState(); 151 | const [image, setImage] = useState(false); 152 | const [isLoading, setIsloading] = useState(false); 153 | let confidence = 0; 154 | 155 | const sendFile = async () => { 156 | if (image) { 157 | let formData = new FormData(); 158 | formData.append("file", selectedFile); 159 | let res = await axios({ 160 | method: "post", 161 | url: process.env.REACT_APP_API_URL, 162 | data: formData, 163 | }); 164 | if (res.status === 200) { 165 | setData(res.data); 166 | } 167 | setIsloading(false); 168 | } 169 | } 170 | 171 | const clearData = () => { 172 | setData(null); 173 | setImage(false); 174 | setSelectedFile(null); 175 | setPreview(null); 176 | }; 177 | 178 | useEffect(() => { 179 | if (!selectedFile) { 180 | setPreview(undefined); 181 | return; 182 | } 183 | const objectUrl = URL.createObjectURL(selectedFile); 184 | setPreview(objectUrl); 185 | }, [selectedFile]); 186 | 187 | useEffect(() => { 188 | if (!preview) { 189 | return; 190 | } 191 | setIsloading(true); 192 | sendFile(); 193 | }, [preview]); 194 | 195 | const onSelectFile = (files) => { 196 | if (!files || files.length === 0) { 197 | setSelectedFile(undefined); 198 | setImage(false); 199 | setData(undefined); 200 | return; 201 | } 202 | setSelectedFile(files[0]); 203 | setData(undefined); 204 | setImage(true); 205 | }; 206 | 207 | if (data) { 208 | confidence = (parseFloat(data.confidence) * 100).toFixed(2); 209 | } 210 | 211 | return ( 212 | 213 | 214 | 215 | 216 | CodeBasics: Potato Disease Classification 217 | 218 |
219 | 220 | 221 | 222 | 223 | 231 | 232 | 233 | {image && 234 | 240 | 241 | } 242 | {!image && 243 | 248 | } 249 | {data && 250 | 251 | 252 | 253 | 254 | Label: 255 | Confidence: 256 | 257 | 258 | 259 | 260 | 261 | {data.class} 262 | 263 | {confidence}% 264 | 265 | 266 |
267 | 268 | } 269 | {isLoading && 270 | 271 | 272 | Processing 273 | 274 | } 275 | 276 | 277 | {data && 278 | 279 | 280 | }> 281 | Clear 282 | 283 | } 284 | 285 | 286 | 287 | ); 288 | }; 289 | -------------------------------------------------------------------------------- /frontend/src/index.css: -------------------------------------------------------------------------------- 1 | body { 2 | margin: 0; 3 | font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 4 | 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', 5 | sans-serif; 6 | -webkit-font-smoothing: antialiased; 7 | -moz-osx-font-smoothing: grayscale; 8 | } 9 | 10 | code { 11 | font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New', 12 | monospace; 13 | } 14 | 15 | .MuiDropzoneArea-root { 16 | background-color: transparent !important; 17 | } 18 | .MuiDropzoneArea-text, .MuiDropzoneArea-icon { 19 | color: white !important; 20 | } -------------------------------------------------------------------------------- /frontend/src/index.js: -------------------------------------------------------------------------------- 1 | import React from 'react'; 2 | import ReactDOM from 'react-dom'; 3 | import './index.css'; 4 | import App from './App'; 5 | import reportWebVitals from './reportWebVitals'; 6 | 7 | ReactDOM.render( 8 | 9 | 10 | , 11 | document.getElementById('root') 12 | ); 13 | 14 | // If you want to start measuring performance in your app, pass a function 15 | // to log results (for example: reportWebVitals(console.log)) 16 | // or send to an analytics endpoint. Learn more: https://bit.ly/CRA-vitals 17 | reportWebVitals(); 18 | -------------------------------------------------------------------------------- /frontend/src/leaf.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/frontend/src/leaf.jpg -------------------------------------------------------------------------------- /frontend/src/reportWebVitals.js: -------------------------------------------------------------------------------- 1 | const reportWebVitals = onPerfEntry => { 2 | if (onPerfEntry && onPerfEntry instanceof Function) { 3 | import('web-vitals').then(({ getCLS, getFID, getFCP, getLCP, getTTFB }) => { 4 | getCLS(onPerfEntry); 5 | getFID(onPerfEntry); 6 | getFCP(onPerfEntry); 7 | getLCP(onPerfEntry); 8 | getTTFB(onPerfEntry); 9 | }); 10 | } 11 | }; 12 | 13 | export default reportWebVitals; 14 | -------------------------------------------------------------------------------- /gcp/extra/main_with_tf_lite.py: -------------------------------------------------------------------------------- 1 | from google.cloud import storage 2 | import tensorflow as tf 3 | from PIL import Image 4 | import numpy as np 5 | 6 | model = None 7 | interpreter = None 8 | input_index = None 9 | output_index = None 10 | class_names = ["Early Blight", "Late Blight", "Healthy"] 11 | 12 | BUCKET_NAME = "codebasics-tf-models" # Here you need to put the name of your GCP bucket 13 | 14 | 15 | def download_blob(bucket_name, source_blob_name, destination_file_name): 16 | """Downloads a blob from the bucket.""" 17 | storage_client = storage.Client() 18 | bucket = storage_client.get_bucket(bucket_name) 19 | blob = bucket.blob(source_blob_name) 20 | 21 | blob.download_to_filename(destination_file_name) 22 | 23 | print(f"Blob {source_blob_name} downloaded to {destination_file_name}.") 24 | 25 | 26 | def predict_using_tflite_model(image): 27 | test_image = np.expand_dims(image, axis=0).astype(np.float32) 28 | interpreter.set_tensor(input_index, test_image) 29 | interpreter.invoke() 30 | output = interpreter.tensor(output_index) 31 | predictions = output()[0] 32 | print(predictions) 33 | 34 | predicted_class = class_names[np.argmax(predictions)] 35 | confidence = round(100 * (np.max(predictions)), 2) 36 | return predicted_class, confidence 37 | 38 | def predict(request): 39 | global model 40 | if model is None: 41 | download_blob( 42 | BUCKET_NAME, 43 | "models/potatoes.h5", 44 | "/tmp/potatoes.h5", 45 | ) 46 | model = tf.keras.models.load_model("/tmp/potatoes.h5") 47 | 48 | image = request.files["file"] 49 | 50 | image = np.array( 51 | Image.open(image).convert("RGB").resize((256, 256)) # image resizing 52 | ) 53 | 54 | print("before scaling:", image) 55 | image = image/255 # normalize the image in 0 to 1 range 56 | print("after scaling:", image) 57 | 58 | predicted_class, confidence = predict_using_regular_model(image) 59 | return {"class": predicted_class, "confidence": confidence} 60 | 61 | def predict_using_regular_model(img): 62 | global model 63 | img_array = tf.expand_dims(img, 0) 64 | predictions = model.predict(img_array) 65 | 66 | print("Predictions:",predictions) 67 | 68 | predicted_class = class_names[np.argmax(predictions[0])] 69 | confidence = round(100 * (np.max(predictions[0])), 2) 70 | return predicted_class, confidence 71 | 72 | def predict_lite(request): 73 | global interpreter 74 | global input_index 75 | global output_index 76 | 77 | if interpreter is None: 78 | download_blob( 79 | BUCKET_NAME, 80 | "models/potato-model.tflite", 81 | "/tmp/potato-model.tflite", 82 | ) 83 | interpreter = tf.lite.Interpreter(model_path="/tmp/potato-model.tflite") 84 | interpreter.allocate_tensors() 85 | input_index = interpreter.get_input_details()[0]["index"] 86 | output_index = interpreter.get_output_details()[0]["index"] 87 | 88 | image = request.files["file"] 89 | 90 | image = np.array( 91 | Image.open(image).convert("RGB").resize((256, 256)) 92 | )[:, :, ::-1] 93 | predicted_class, confidence = predict_using_tflite_model(image) 94 | return {"class": predicted_class, "confidence": confidence} 95 | -------------------------------------------------------------------------------- /gcp/main.py: -------------------------------------------------------------------------------- 1 | from google.cloud import storage 2 | import tensorflow as tf 3 | from PIL import Image 4 | import numpy as np 5 | 6 | model = None 7 | interpreter = None 8 | input_index = None 9 | output_index = None 10 | 11 | class_names = ["Early Blight", "Late Blight", "Healthy"] 12 | 13 | BUCKET_NAME = "codebasics-tf-models" # Here you need to put the name of your GCP bucket 14 | 15 | 16 | def download_blob(bucket_name, source_blob_name, destination_file_name): 17 | """Downloads a blob from the bucket.""" 18 | storage_client = storage.Client() 19 | bucket = storage_client.get_bucket(bucket_name) 20 | blob = bucket.blob(source_blob_name) 21 | 22 | blob.download_to_filename(destination_file_name) 23 | 24 | print(f"Blob {source_blob_name} downloaded to {destination_file_name}.") 25 | 26 | 27 | def predict(request): 28 | global model 29 | if model is None: 30 | download_blob( 31 | BUCKET_NAME, 32 | "models/potatoes.h5", 33 | "/tmp/potatoes.h5", 34 | ) 35 | model = tf.keras.models.load_model("/tmp/potatoes.h5") 36 | 37 | image = request.files["file"] 38 | 39 | image = np.array( 40 | Image.open(image).convert("RGB").resize((256, 256)) # image resizing 41 | ) 42 | 43 | image = image/255 # normalize the image in 0 to 1 range 44 | 45 | img_array = tf.expand_dims(img, 0) 46 | predictions = model.predict(img_array) 47 | 48 | print("Predictions:",predictions) 49 | 50 | predicted_class = class_names[np.argmax(predictions[0])] 51 | confidence = round(100 * (np.max(predictions[0])), 2) 52 | 53 | return {"class": predicted_class, "confidence": confidence} 54 | 55 | -------------------------------------------------------------------------------- /gcp/requirements.txt: -------------------------------------------------------------------------------- 1 | tensorflow==2.5 2 | google-cloud-storage==1.16.1 3 | Pillow==6.0.0 4 | 5 | -------------------------------------------------------------------------------- /mobile-app/.buckconfig: -------------------------------------------------------------------------------- 1 | 2 | [android] 3 | target = Google Inc.:Google APIs:23 4 | 5 | [maven_repositories] 6 | central = https://repo1.maven.org/maven2 7 | -------------------------------------------------------------------------------- /mobile-app/.editorconfig: -------------------------------------------------------------------------------- 1 | # Windows files 2 | [*.bat] 3 | end_of_line = crlf 4 | -------------------------------------------------------------------------------- /mobile-app/.env.example: -------------------------------------------------------------------------------- 1 | URL='http://0.0.0.0:8000/predict' -------------------------------------------------------------------------------- /mobile-app/.eslintrc.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | root: true, 3 | extends: '@react-native-community', 4 | }; 5 | -------------------------------------------------------------------------------- /mobile-app/.flowconfig: -------------------------------------------------------------------------------- 1 | [ignore] 2 | ; We fork some components by platform 3 | .*/*[.]android.js 4 | 5 | ; Ignore "BUCK" generated dirs 6 | /\.buckd/ 7 | 8 | ; Ignore polyfills 9 | node_modules/react-native/Libraries/polyfills/.* 10 | 11 | ; Flow doesn't support platforms 12 | .*/Libraries/Utilities/LoadingView.js 13 | 14 | [untyped] 15 | .*/node_modules/@react-native-community/cli/.*/.* 16 | 17 | [include] 18 | 19 | [libs] 20 | node_modules/react-native/interface.js 21 | node_modules/react-native/flow/ 22 | 23 | [options] 24 | emoji=true 25 | 26 | esproposal.optional_chaining=enable 27 | esproposal.nullish_coalescing=enable 28 | 29 | exact_by_default=true 30 | 31 | module.file_ext=.js 32 | module.file_ext=.json 33 | module.file_ext=.ios.js 34 | 35 | munge_underscores=true 36 | 37 | module.name_mapper='^react-native/\(.*\)$' -> '/node_modules/react-native/\1' 38 | module.name_mapper='^@?[./a-zA-Z0-9$_-]+\.\(bmp\|gif\|jpg\|jpeg\|png\|psd\|svg\|webp\|m4v\|mov\|mp4\|mpeg\|mpg\|webm\|aac\|aiff\|caf\|m4a\|mp3\|wav\|html\|pdf\)$' -> '/node_modules/react-native/Libraries/Image/RelativeImageStub' 39 | 40 | suppress_type=$FlowIssue 41 | suppress_type=$FlowFixMe 42 | suppress_type=$FlowFixMeProps 43 | suppress_type=$FlowFixMeState 44 | 45 | [lints] 46 | sketchy-null-number=warn 47 | sketchy-null-mixed=warn 48 | sketchy-number=warn 49 | untyped-type-import=warn 50 | nonstrict-import=warn 51 | deprecated-type=warn 52 | unsafe-getters-setters=warn 53 | unnecessary-invariant=warn 54 | signature-verification-failure=warn 55 | 56 | [strict] 57 | deprecated-type 58 | nonstrict-import 59 | sketchy-null 60 | unclear-type 61 | unsafe-getters-setters 62 | untyped-import 63 | untyped-type-import 64 | 65 | [version] 66 | ^0.137.0 67 | -------------------------------------------------------------------------------- /mobile-app/.gitattributes: -------------------------------------------------------------------------------- 1 | # Windows files should use crlf line endings 2 | # https://help.github.com/articles/dealing-with-line-endings/ 3 | *.bat text eol=crlf 4 | -------------------------------------------------------------------------------- /mobile-app/.gitignore: -------------------------------------------------------------------------------- 1 | # OSX 2 | # 3 | .DS_Store 4 | .env 5 | # Xcode 6 | # 7 | build/ 8 | *.pbxuser 9 | !default.pbxuser 10 | *.mode1v3 11 | !default.mode1v3 12 | *.mode2v3 13 | !default.mode2v3 14 | *.perspectivev3 15 | !default.perspectivev3 16 | xcuserdata 17 | *.xccheckout 18 | *.moved-aside 19 | DerivedData 20 | *.hmap 21 | *.ipa 22 | *.xcuserstate 23 | 24 | # Android/IntelliJ 25 | # 26 | build/ 27 | .idea 28 | .gradle 29 | local.properties 30 | *.iml 31 | 32 | # node.js 33 | # 34 | node_modules/ 35 | npm-debug.log 36 | yarn-error.log 37 | 38 | # BUCK 39 | buck-out/ 40 | \.buckd/ 41 | *.keystore 42 | !debug.keystore 43 | 44 | # fastlane 45 | # 46 | # It is recommended to not store the screenshots in the git repo. Instead, use fastlane to re-generate the 47 | # screenshots whenever they are needed. 48 | # For more information about the recommended setup visit: 49 | # https://docs.fastlane.tools/best-practices/source-control/ 50 | 51 | */fastlane/report.xml 52 | */fastlane/Preview.html 53 | */fastlane/screenshots 54 | 55 | # Bundle artifact 56 | *.jsbundle 57 | 58 | # CocoaPods 59 | /ios/Pods/ 60 | -------------------------------------------------------------------------------- /mobile-app/.prettierrc.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | bracketSpacing: false, 3 | jsxBracketSameLine: true, 4 | singleQuote: true, 5 | trailingComma: 'all', 6 | arrowParens: 'avoid', 7 | }; 8 | -------------------------------------------------------------------------------- /mobile-app/.watchmanconfig: -------------------------------------------------------------------------------- 1 | {} -------------------------------------------------------------------------------- /mobile-app/App.js: -------------------------------------------------------------------------------- 1 | import React, {useState} from 'react'; 2 | import { 3 | SafeAreaView, 4 | Image, 5 | StatusBar, 6 | StyleSheet, 7 | Text, 8 | Platform, 9 | Dimensions, 10 | useColorScheme, 11 | View, 12 | TouchableOpacity, 13 | ImageBackground, 14 | } from 'react-native'; 15 | import axios from 'axios'; 16 | import Config from 'react-native-config'; 17 | import {launchCamera, launchImageLibrary} from 'react-native-image-picker'; 18 | import {Colors} from 'react-native/Libraries/NewAppScreen'; 19 | import PermissionsService, {isIOS} from './Permissions'; 20 | 21 | axios.interceptors.request.use( 22 | async config => { 23 | let request = config; 24 | request.headers = { 25 | 'Content-Type': 'application/json', 26 | Accept: 'application/json', 27 | }; 28 | request.url = configureUrl(config.url); 29 | return request; 30 | }, 31 | error => error, 32 | ); 33 | 34 | export const {height, width} = Dimensions.get('window'); 35 | 36 | export const configureUrl = url => { 37 | let authUrl = url; 38 | if (url && url[url.length - 1] === '/') { 39 | authUrl = url.substring(0, url.length - 1); 40 | } 41 | return authUrl; 42 | }; 43 | 44 | export const fonts = { 45 | Bold: {fontFamily: 'Roboto-Bold'}, 46 | }; 47 | 48 | const options = { 49 | mediaType: 'photo', 50 | quality: 1, 51 | width: 256, 52 | height: 256, 53 | includeBase64: true, 54 | }; 55 | 56 | const App = () => { 57 | const [result, setResult] = useState(''); 58 | const [label, setLabel] = useState(''); 59 | const isDarkMode = useColorScheme() === 'dark'; 60 | const [image, setImage] = useState(''); 61 | const backgroundStyle = { 62 | backgroundColor: isDarkMode ? Colors.darker : Colors.lighter, 63 | }; 64 | 65 | const getPredication = async params => { 66 | return new Promise((resolve, reject) => { 67 | var bodyFormData = new FormData(); 68 | bodyFormData.append('file', params); 69 | const url = Config.URL; 70 | return axios 71 | .post(url, bodyFormData) 72 | .then(response => { 73 | resolve(response); 74 | }) 75 | .catch(error => { 76 | setLabel('Failed to predicting.'); 77 | reject('err', error); 78 | }); 79 | }); 80 | }; 81 | 82 | const manageCamera = async type => { 83 | try { 84 | if (!(await PermissionsService.hasCameraPermission())) { 85 | return []; 86 | } else { 87 | if (type === 'Camera') { 88 | openCamera(); 89 | } else { 90 | openLibrary(); 91 | } 92 | } 93 | } catch (err) { 94 | console.log(err); 95 | } 96 | }; 97 | 98 | const openCamera = async () => { 99 | launchCamera(options, async response => { 100 | if (response.didCancel) { 101 | console.log('User cancelled image picker'); 102 | } else if (response.error) { 103 | console.log('ImagePicker Error: ', response.error); 104 | } else if (response.customButton) { 105 | console.log('User tapped custom button: ', response.customButton); 106 | } else { 107 | const uri = response?.assets[0]?.uri; 108 | const path = Platform.OS !== 'ios' ? uri : 'file://' + uri; 109 | getResult(path, response); 110 | } 111 | }); 112 | }; 113 | 114 | const clearOutput = () => { 115 | setResult(''); 116 | setImage(''); 117 | }; 118 | 119 | const getResult = async (path, response) => { 120 | setImage(path); 121 | setLabel('Predicting...'); 122 | setResult(''); 123 | const params = { 124 | uri: path, 125 | name: response.assets[0].fileName, 126 | type: response.assets[0].type, 127 | }; 128 | const res = await getPredication(params); 129 | if (res?.data?.class) { 130 | setLabel(res.data.class); 131 | setResult(res.data.confidence); 132 | } else { 133 | setLabel('Failed to predict'); 134 | } 135 | }; 136 | 137 | const openLibrary = async () => { 138 | launchImageLibrary(options, async response => { 139 | if (response.didCancel) { 140 | console.log('User cancelled image picker'); 141 | } else if (response.error) { 142 | console.log('ImagePicker Error: ', response.error); 143 | } else if (response.customButton) { 144 | console.log('User tapped custom button: ', response.customButton); 145 | } else { 146 | const uri = response.assets[0].uri; 147 | const path = Platform.OS !== 'ios' ? uri : 'file://' + uri; 148 | getResult(path, response); 149 | } 150 | }); 151 | }; 152 | 153 | return ( 154 | 155 | 156 | 161 | {'Potato Disease \nPrediction App'} 162 | 163 | 164 | 165 | {(image?.length && ( 166 | 167 | )) || 168 | null} 169 | {(result && label && ( 170 | 171 | 172 | {'Label: \n'} 173 | {label} 174 | 175 | 176 | {'Confidence: \n'} 177 | 178 | {parseFloat(result).toFixed(2) + '%'} 179 | 180 | 181 | 182 | )) || 183 | (image && {label}) || ( 184 | 185 | Use below buttons to select a picture of a potato plant leaf. 186 | 187 | )} 188 | 189 | manageCamera('Camera')} 192 | style={styles.btnStyle}> 193 | 194 | 195 | manageCamera('Photo')} 198 | style={styles.btnStyle}> 199 | 200 | 201 | 202 | 203 | ); 204 | }; 205 | 206 | const styles = StyleSheet.create({ 207 | title: { 208 | alignSelf: 'center', 209 | position: 'absolute', 210 | top: (isIOS && 35) || 10, 211 | fontSize: 30, 212 | ...fonts.Bold, 213 | color: '#FFF', 214 | }, 215 | clearImage: {height: 40, width: 40, tintColor: '#FFF'}, 216 | mainOuter: { 217 | flexDirection: 'row', 218 | justifyContent: 'space-between', 219 | position: 'absolute', 220 | top: height / 1.6, 221 | alignSelf: 'center', 222 | }, 223 | outer: { 224 | flex: 1, 225 | alignItems: 'center', 226 | justifyContent: 'center', 227 | }, 228 | btn: { 229 | position: 'absolute', 230 | bottom: 40, 231 | justifyContent: 'space-between', 232 | flexDirection: 'row', 233 | }, 234 | btnStyle: { 235 | backgroundColor: '#FFF', 236 | opacity: 0.8, 237 | marginHorizontal: 30, 238 | padding: 20, 239 | borderRadius: 20, 240 | }, 241 | imageStyle: { 242 | marginBottom: 50, 243 | width: width / 1.5, 244 | height: width / 1.5, 245 | borderRadius: 20, 246 | position: 'absolute', 247 | borderWidth: 0.3, 248 | borderColor: '#FFF', 249 | top: height / 4.5, 250 | }, 251 | clearStyle: { 252 | position: 'absolute', 253 | top: 100, 254 | right: 30, 255 | tintColor: '#FFF', 256 | zIndex: 10, 257 | }, 258 | space: {marginVertical: 10, marginHorizontal: 10}, 259 | labelText: {color: '#FFF', fontSize: 20, ...fonts.Bold}, 260 | resultText: {fontSize: 32, ...fonts.Bold}, 261 | imageIcon: {height: 40, width: 40, tintColor: '#000'}, 262 | emptyText: { 263 | position: 'absolute', 264 | top: height / 1.6, 265 | alignSelf: 'center', 266 | color: '#FFF', 267 | fontSize: 20, 268 | maxWidth: '70%', 269 | ...fonts.Bold, 270 | }, 271 | }); 272 | 273 | export default App; 274 | -------------------------------------------------------------------------------- /mobile-app/Permissions.js: -------------------------------------------------------------------------------- 1 | import {Alert, Platform} from 'react-native'; 2 | import { 3 | check, 4 | PERMISSIONS, 5 | RESULTS, 6 | request, 7 | openSettings, 8 | } from 'react-native-permissions'; 9 | 10 | export const isIOS = Platform.OS === 'ios'; 11 | 12 | function showAlert(msg) { 13 | Alert.alert('', msg, [ 14 | { 15 | text: 'Cancel', 16 | onPress: () => console.log('Cancel Pressed'), 17 | style: 'cancel', 18 | }, 19 | { 20 | text: 'Settings', 21 | onPress: () => { 22 | openSettings().catch(() => console.warn('cannot open settings')); 23 | }, 24 | }, 25 | ]); 26 | } 27 | 28 | const hasCameraPermission = async (withAlert = true) => { 29 | try { 30 | const permission = isIOS 31 | ? PERMISSIONS.IOS.CAMERA 32 | : PERMISSIONS.ANDROID.CAMERA; 33 | const response = await check(permission); 34 | let camera; 35 | if (response.camera !== RESULTS.GRANTED) { 36 | camera = await request(permission); 37 | } 38 | if (camera === RESULTS.DENIED || camera === RESULTS.BLOCKED) { 39 | if (withAlert) { 40 | showAlert( 41 | 'Permission not granted for camera. You will not able to use camera in this application.', 42 | ); 43 | } 44 | return false; 45 | } 46 | return true; 47 | } catch (error) { 48 | console.log(error); 49 | return false; 50 | } 51 | }; 52 | 53 | const hasPhotoPermission = async (withAlert = true) => { 54 | try { 55 | const permission = isIOS 56 | ? PERMISSIONS.IOS.PHOTO_LIBRARY 57 | : PERMISSIONS.ANDROID.WRITE_EXTERNAL_StorageService; 58 | const response = await check(permission); 59 | let photo; 60 | if (response.photo !== RESULTS.GRANTED) { 61 | photo = await request(permission); 62 | } 63 | if (photo === RESULTS.DENIED || photo === RESULTS.BLOCKED) { 64 | if (withAlert) { 65 | showAlert( 66 | 'Permission not granted for photos. You will not able to get photos in this application.', 67 | ); 68 | } 69 | return false; 70 | } 71 | return true; 72 | } catch (error) { 73 | console.log(error); 74 | return false; 75 | } 76 | }; 77 | 78 | const PermissionsService = { 79 | hasCameraPermission, 80 | hasPhotoPermission, 81 | }; 82 | 83 | export default PermissionsService; 84 | -------------------------------------------------------------------------------- /mobile-app/__tests__/App-test.js: -------------------------------------------------------------------------------- 1 | /** 2 | * @format 3 | */ 4 | 5 | import 'react-native'; 6 | import React from 'react'; 7 | import App from '../App'; 8 | 9 | // Note: test renderer must be required after react-native. 10 | import renderer from 'react-test-renderer'; 11 | 12 | it('renders correctly', () => { 13 | renderer.create(); 14 | }); 15 | -------------------------------------------------------------------------------- /mobile-app/android/app/BUCK: -------------------------------------------------------------------------------- 1 | # To learn about Buck see [Docs](https://buckbuild.com/). 2 | # To run your application with Buck: 3 | # - install Buck 4 | # - `npm start` - to start the packager 5 | # - `cd android` 6 | # - `keytool -genkey -v -keystore keystores/debug.keystore -storepass android -alias androiddebugkey -keypass android -dname "CN=Android Debug,O=Android,C=US"` 7 | # - `./gradlew :app:copyDownloadableDepsToLibs` - make all Gradle compile dependencies available to Buck 8 | # - `buck install -r android/app` - compile, install and run application 9 | # 10 | 11 | load(":build_defs.bzl", "create_aar_targets", "create_jar_targets") 12 | 13 | lib_deps = [] 14 | 15 | create_aar_targets(glob(["libs/*.aar"])) 16 | 17 | create_jar_targets(glob(["libs/*.jar"])) 18 | 19 | android_library( 20 | name = "all-libs", 21 | exported_deps = lib_deps, 22 | ) 23 | 24 | android_library( 25 | name = "app-code", 26 | srcs = glob([ 27 | "src/main/java/**/*.java", 28 | ]), 29 | deps = [ 30 | ":all-libs", 31 | ":build_config", 32 | ":res", 33 | ], 34 | ) 35 | 36 | android_build_config( 37 | name = "build_config", 38 | package = "com.mldemo", 39 | ) 40 | 41 | android_resource( 42 | name = "res", 43 | package = "com.mldemo", 44 | res = "src/main/res", 45 | ) 46 | 47 | android_binary( 48 | name = "app", 49 | keystore = "//android/keystores:debug", 50 | manifest = "src/main/AndroidManifest.xml", 51 | package_type = "debug", 52 | deps = [ 53 | ":app-code", 54 | ], 55 | ) 56 | -------------------------------------------------------------------------------- /mobile-app/android/app/build.gradle: -------------------------------------------------------------------------------- 1 | apply plugin: "com.android.application" 2 | 3 | import com.android.build.OutputFile 4 | 5 | /** 6 | * The react.gradle file registers a task for each build variant (e.g. bundleDebugJsAndAssets 7 | * and bundleReleaseJsAndAssets). 8 | * These basically call `react-native bundle` with the correct arguments during the Android build 9 | * cycle. By default, bundleDebugJsAndAssets is skipped, as in debug/dev mode we prefer to load the 10 | * bundle directly from the development server. Below you can see all the possible configurations 11 | * and their defaults. If you decide to add a configuration block, make sure to add it before the 12 | * `apply from: "../../node_modules/react-native/react.gradle"` line. 13 | * 14 | * project.ext.react = [ 15 | * // the name of the generated asset file containing your JS bundle 16 | * bundleAssetName: "index.android.bundle", 17 | * 18 | * // the entry file for bundle generation. If none specified and 19 | * // "index.android.js" exists, it will be used. Otherwise "index.js" is 20 | * // default. Can be overridden with ENTRY_FILE environment variable. 21 | * entryFile: "index.android.js", 22 | * 23 | * // https://reactnative.dev/docs/performance#enable-the-ram-format 24 | * bundleCommand: "ram-bundle", 25 | * 26 | * // whether to bundle JS and assets in debug mode 27 | * bundleInDebug: false, 28 | * 29 | * // whether to bundle JS and assets in release mode 30 | * bundleInRelease: true, 31 | * 32 | * // whether to bundle JS and assets in another build variant (if configured). 33 | * // See http://tools.android.com/tech-docs/new-build-system/user-guide#TOC-Build-Variants 34 | * // The configuration property can be in the following formats 35 | * // 'bundleIn${productFlavor}${buildType}' 36 | * // 'bundleIn${buildType}' 37 | * // bundleInFreeDebug: true, 38 | * // bundleInPaidRelease: true, 39 | * // bundleInBeta: true, 40 | * 41 | * // whether to disable dev mode in custom build variants (by default only disabled in release) 42 | * // for example: to disable dev mode in the staging build type (if configured) 43 | * devDisabledInStaging: true, 44 | * // The configuration property can be in the following formats 45 | * // 'devDisabledIn${productFlavor}${buildType}' 46 | * // 'devDisabledIn${buildType}' 47 | * 48 | * // the root of your project, i.e. where "package.json" lives 49 | * root: "../../", 50 | * 51 | * // where to put the JS bundle asset in debug mode 52 | * jsBundleDirDebug: "$buildDir/intermediates/assets/debug", 53 | * 54 | * // where to put the JS bundle asset in release mode 55 | * jsBundleDirRelease: "$buildDir/intermediates/assets/release", 56 | * 57 | * // where to put drawable resources / React Native assets, e.g. the ones you use via 58 | * // require('./image.png')), in debug mode 59 | * resourcesDirDebug: "$buildDir/intermediates/res/merged/debug", 60 | * 61 | * // where to put drawable resources / React Native assets, e.g. the ones you use via 62 | * // require('./image.png')), in release mode 63 | * resourcesDirRelease: "$buildDir/intermediates/res/merged/release", 64 | * 65 | * // by default the gradle tasks are skipped if none of the JS files or assets change; this means 66 | * // that we don't look at files in android/ or ios/ to determine whether the tasks are up to 67 | * // date; if you have any other folders that you want to ignore for performance reasons (gradle 68 | * // indexes the entire tree), add them here. Alternatively, if you have JS files in android/ 69 | * // for example, you might want to remove it from here. 70 | * inputExcludes: ["android/**", "ios/**"], 71 | * 72 | * // override which node gets called and with what additional arguments 73 | * nodeExecutableAndArgs: ["node"], 74 | * 75 | * // supply additional arguments to the packager 76 | * extraPackagerArgs: [] 77 | * ] 78 | */ 79 | 80 | project.ext.react = [ 81 | enableHermes: false, // clean and rebuild if changing 82 | ] 83 | 84 | apply from: "../../node_modules/react-native/react.gradle" 85 | apply from: project(':react-native-config').projectDir.getPath() + "/dotenv.gradle" 86 | 87 | /** 88 | * Set this to true to create two separate APKs instead of one: 89 | * - An APK that only works on ARM devices 90 | * - An APK that only works on x86 devices 91 | * The advantage is the size of the APK is reduced by about 4MB. 92 | * Upload all the APKs to the Play Store and people will download 93 | * the correct one based on the CPU architecture of their device. 94 | */ 95 | def enableSeparateBuildPerCPUArchitecture = false 96 | 97 | /** 98 | * Run Proguard to shrink the Java bytecode in release builds. 99 | */ 100 | def enableProguardInReleaseBuilds = false 101 | 102 | /** 103 | * The preferred build flavor of JavaScriptCore. 104 | * 105 | * For example, to use the international variant, you can use: 106 | * `def jscFlavor = 'org.webkit:android-jsc-intl:+'` 107 | * 108 | * The international variant includes ICU i18n library and necessary data 109 | * allowing to use e.g. `Date.toLocaleString` and `String.localeCompare` that 110 | * give correct results when using with locales other than en-US. Note that 111 | * this variant is about 6MiB larger per architecture than default. 112 | */ 113 | def jscFlavor = 'org.webkit:android-jsc:+' 114 | 115 | /** 116 | * Whether to enable the Hermes VM. 117 | * 118 | * This should be set on project.ext.react and mirrored here. If it is not set 119 | * on project.ext.react, JavaScript will not be compiled to Hermes Bytecode 120 | * and the benefits of using Hermes will therefore be sharply reduced. 121 | */ 122 | def enableHermes = project.ext.react.get("enableHermes", false); 123 | 124 | android { 125 | ndkVersion rootProject.ext.ndkVersion 126 | 127 | compileSdkVersion rootProject.ext.compileSdkVersion 128 | 129 | compileOptions { 130 | sourceCompatibility JavaVersion.VERSION_1_8 131 | targetCompatibility JavaVersion.VERSION_1_8 132 | 133 | } 134 | aaptOptions { 135 | noCompress 'tflite' 136 | } 137 | 138 | defaultConfig { 139 | applicationId "com.mldemo" 140 | minSdkVersion rootProject.ext.minSdkVersion 141 | targetSdkVersion rootProject.ext.targetSdkVersion 142 | versionCode 1 143 | versionName "1.0" 144 | } 145 | splits { 146 | abi { 147 | reset() 148 | enable enableSeparateBuildPerCPUArchitecture 149 | universalApk false // If true, also generate a universal APK 150 | include "armeabi-v7a", "x86", "arm64-v8a", "x86_64" 151 | } 152 | } 153 | signingConfigs { 154 | release { 155 | if (project.hasProperty('MYAPP_UPLOAD_STORE_FILE')) { 156 | storeFile file(MYAPP_UPLOAD_STORE_FILE) 157 | storePassword MYAPP_UPLOAD_STORE_PASSWORD 158 | keyAlias MYAPP_UPLOAD_KEY_ALIAS 159 | keyPassword MYAPP_UPLOAD_KEY_PASSWORD 160 | } 161 | } 162 | debug { 163 | storeFile file('debug.keystore') 164 | storePassword 'android' 165 | keyAlias 'androiddebugkey' 166 | keyPassword 'android' 167 | } 168 | } 169 | buildTypes { 170 | debug { 171 | signingConfig signingConfigs.debug 172 | } 173 | release { 174 | // Caution! In production, you need to generate your own keystore file. 175 | // see https://reactnative.dev/docs/signed-apk-android. 176 | signingConfig signingConfigs.release 177 | minifyEnabled enableProguardInReleaseBuilds 178 | proguardFiles getDefaultProguardFile("proguard-android.txt"), "proguard-rules.pro" 179 | } 180 | } 181 | 182 | // applicationVariants are e.g. debug, release 183 | applicationVariants.all { variant -> 184 | variant.outputs.each { output -> 185 | // For each separate APK per architecture, set a unique version code as described here: 186 | // https://developer.android.com/studio/build/configure-apk-splits.html 187 | // Example: versionCode 1 will generate 1001 for armeabi-v7a, 1002 for x86, etc. 188 | def versionCodes = ["armeabi-v7a": 1, "x86": 2, "arm64-v8a": 3, "x86_64": 4] 189 | def abi = output.getFilter(OutputFile.ABI) 190 | if (abi != null) { // null for the universal-debug, universal-release variants 191 | output.versionCodeOverride = 192 | defaultConfig.versionCode * 1000 + versionCodes.get(abi) 193 | } 194 | 195 | } 196 | } 197 | } 198 | 199 | dependencies { 200 | implementation fileTree(dir: "libs", include: ["*.jar"]) 201 | //noinspection GradleDynamicVersion 202 | implementation "com.facebook.react:react-native:+" // From node_modules 203 | // compile project(':tflite-react-native') 204 | implementation "androidx.swiperefreshlayout:swiperefreshlayout:1.0.0" 205 | 206 | debugImplementation("com.facebook.flipper:flipper:${FLIPPER_VERSION}") { 207 | exclude group:'com.facebook.fbjni' 208 | } 209 | 210 | debugImplementation("com.facebook.flipper:flipper-network-plugin:${FLIPPER_VERSION}") { 211 | exclude group:'com.facebook.flipper' 212 | exclude group:'com.squareup.okhttp3', module:'okhttp' 213 | } 214 | 215 | debugImplementation("com.facebook.flipper:flipper-fresco-plugin:${FLIPPER_VERSION}") { 216 | exclude group:'com.facebook.flipper' 217 | } 218 | 219 | if (enableHermes) { 220 | def hermesPath = "../../node_modules/hermes-engine/android/"; 221 | debugImplementation files(hermesPath + "hermes-debug.aar") 222 | releaseImplementation files(hermesPath + "hermes-release.aar") 223 | } else { 224 | implementation jscFlavor 225 | } 226 | } 227 | 228 | // Run this once to be able to run the application with BUCK 229 | // puts all compile dependencies into folder libs for BUCK to use 230 | task copyDownloadableDepsToLibs(type: Copy) { 231 | from configurations.compile 232 | into 'libs' 233 | } 234 | 235 | apply from: file("../../node_modules/@react-native-community/cli-platform-android/native_modules.gradle"); applyNativeModulesAppBuildGradle(project) 236 | -------------------------------------------------------------------------------- /mobile-app/android/app/build_defs.bzl: -------------------------------------------------------------------------------- 1 | """Helper definitions to glob .aar and .jar targets""" 2 | 3 | def create_aar_targets(aarfiles): 4 | for aarfile in aarfiles: 5 | name = "aars__" + aarfile[aarfile.rindex("/") + 1:aarfile.rindex(".aar")] 6 | lib_deps.append(":" + name) 7 | android_prebuilt_aar( 8 | name = name, 9 | aar = aarfile, 10 | ) 11 | 12 | def create_jar_targets(jarfiles): 13 | for jarfile in jarfiles: 14 | name = "jars__" + jarfile[jarfile.rindex("/") + 1:jarfile.rindex(".jar")] 15 | lib_deps.append(":" + name) 16 | prebuilt_jar( 17 | name = name, 18 | binary_jar = jarfile, 19 | ) 20 | -------------------------------------------------------------------------------- /mobile-app/android/app/debug.keystore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/android/app/debug.keystore -------------------------------------------------------------------------------- /mobile-app/android/app/proguard-rules.pro: -------------------------------------------------------------------------------- 1 | # Add project specific ProGuard rules here. 2 | # By default, the flags in this file are appended to flags specified 3 | # in /usr/local/Cellar/android-sdk/24.3.3/tools/proguard/proguard-android.txt 4 | # You can edit the include path and order by changing the proguardFiles 5 | # directive in build.gradle. 6 | # 7 | # For more details, see 8 | # http://developer.android.com/guide/developing/tools/proguard.html 9 | 10 | # Add any project specific keep options here: 11 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/debug/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 2 | 4 | 5 | 6 | 7 | 11 | 12 | 13 | 14 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/debug/java/com/mldemo/ReactNativeFlipper.java: -------------------------------------------------------------------------------- 1 | /** 2 | * Copyright (c) Facebook, Inc. and its affiliates. 3 | * 4 | *

This source code is licensed under the MIT license found in the LICENSE file in the root 5 | * directory of this source tree. 6 | */ 7 | package com.mldemo; 8 | 9 | import android.content.Context; 10 | import com.facebook.flipper.android.AndroidFlipperClient; 11 | import com.facebook.flipper.android.utils.FlipperUtils; 12 | import com.facebook.flipper.core.FlipperClient; 13 | import com.facebook.flipper.plugins.crashreporter.CrashReporterPlugin; 14 | import com.facebook.flipper.plugins.databases.DatabasesFlipperPlugin; 15 | import com.facebook.flipper.plugins.fresco.FrescoFlipperPlugin; 16 | import com.facebook.flipper.plugins.inspector.DescriptorMapping; 17 | import com.facebook.flipper.plugins.inspector.InspectorFlipperPlugin; 18 | import com.facebook.flipper.plugins.network.FlipperOkhttpInterceptor; 19 | import com.facebook.flipper.plugins.network.NetworkFlipperPlugin; 20 | import com.facebook.flipper.plugins.react.ReactFlipperPlugin; 21 | import com.facebook.flipper.plugins.sharedpreferences.SharedPreferencesFlipperPlugin; 22 | import com.facebook.react.ReactInstanceManager; 23 | import com.facebook.react.bridge.ReactContext; 24 | import com.facebook.react.modules.network.NetworkingModule; 25 | import okhttp3.OkHttpClient; 26 | 27 | public class ReactNativeFlipper { 28 | public static void initializeFlipper(Context context, ReactInstanceManager reactInstanceManager) { 29 | if (FlipperUtils.shouldEnableFlipper(context)) { 30 | final FlipperClient client = AndroidFlipperClient.getInstance(context); 31 | 32 | client.addPlugin(new InspectorFlipperPlugin(context, DescriptorMapping.withDefaults())); 33 | client.addPlugin(new ReactFlipperPlugin()); 34 | client.addPlugin(new DatabasesFlipperPlugin(context)); 35 | client.addPlugin(new SharedPreferencesFlipperPlugin(context)); 36 | client.addPlugin(CrashReporterPlugin.getInstance()); 37 | 38 | NetworkFlipperPlugin networkFlipperPlugin = new NetworkFlipperPlugin(); 39 | NetworkingModule.setCustomClientBuilder( 40 | new NetworkingModule.CustomClientBuilder() { 41 | @Override 42 | public void apply(OkHttpClient.Builder builder) { 43 | builder.addNetworkInterceptor(new FlipperOkhttpInterceptor(networkFlipperPlugin)); 44 | } 45 | }); 46 | client.addPlugin(networkFlipperPlugin); 47 | client.start(); 48 | 49 | // Fresco Plugin needs to ensure that ImagePipelineFactory is initialized 50 | // Hence we run if after all native modules have been initialized 51 | ReactContext reactContext = reactInstanceManager.getCurrentReactContext(); 52 | if (reactContext == null) { 53 | reactInstanceManager.addReactInstanceEventListener( 54 | new ReactInstanceManager.ReactInstanceEventListener() { 55 | @Override 56 | public void onReactContextInitialized(ReactContext reactContext) { 57 | reactInstanceManager.removeReactInstanceEventListener(this); 58 | reactContext.runOnNativeModulesQueueThread( 59 | new Runnable() { 60 | @Override 61 | public void run() { 62 | client.addPlugin(new FrescoFlipperPlugin()); 63 | } 64 | }); 65 | } 66 | }); 67 | } else { 68 | client.addPlugin(new FrescoFlipperPlugin()); 69 | } 70 | } 71 | } 72 | } 73 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 19 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/assets/fonts/Roboto-Bold.ttf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/android/app/src/main/assets/fonts/Roboto-Bold.ttf -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/java/com/mldemo/MainActivity.java: -------------------------------------------------------------------------------- 1 | package com.mldemo; 2 | import com.facebook.react.ReactActivity; 3 | 4 | public class MainActivity extends ReactActivity { 5 | 6 | /** 7 | * Returns the name of the main component registered from JavaScript. This is used to schedule 8 | * rendering of the component. 9 | */ 10 | @Override 11 | protected String getMainComponentName() { 12 | return "mlDemo"; 13 | } 14 | } 15 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/java/com/mldemo/MainApplication.java: -------------------------------------------------------------------------------- 1 | package com.mldemo; 2 | 3 | import android.app.Application; 4 | import android.content.Context; 5 | import com.facebook.react.PackageList; 6 | import com.facebook.react.ReactApplication; 7 | import com.facebook.react.ReactInstanceManager; 8 | import com.facebook.react.ReactNativeHost; 9 | import com.facebook.react.ReactPackage; 10 | import com.facebook.soloader.SoLoader; 11 | // import com.reactlibrary.TfliteReactNativePackage; 12 | import java.lang.reflect.InvocationTargetException; 13 | import java.util.List; 14 | 15 | public class MainApplication extends Application implements ReactApplication { 16 | 17 | private final ReactNativeHost mReactNativeHost = 18 | new ReactNativeHost(this) { 19 | @Override 20 | public boolean getUseDeveloperSupport() { 21 | return BuildConfig.DEBUG; 22 | } 23 | 24 | @Override 25 | protected List getPackages() { 26 | @SuppressWarnings("UnnecessaryLocalVariable") 27 | List packages = new PackageList(this).getPackages(); 28 | // Packages that cannot be autolinked yet can be added manually here, for example: 29 | // packages.add(new MyReactNativePackage()); 30 | //packages.add(new TfliteReactNativePackage()); 31 | return packages; 32 | } 33 | 34 | @Override 35 | protected String getJSMainModuleName() { 36 | return "index"; 37 | } 38 | }; 39 | 40 | @Override 41 | public ReactNativeHost getReactNativeHost() { 42 | return mReactNativeHost; 43 | } 44 | 45 | @Override 46 | public void onCreate() { 47 | super.onCreate(); 48 | SoLoader.init(this, /* native exopackage */ false); 49 | initializeFlipper(this, getReactNativeHost().getReactInstanceManager()); 50 | } 51 | 52 | /** 53 | * Loads Flipper in React Native templates. Call this in the onCreate method with something like 54 | * initializeFlipper(this, getReactNativeHost().getReactInstanceManager()); 55 | * 56 | * @param context 57 | * @param reactInstanceManager 58 | */ 59 | private static void initializeFlipper( 60 | Context context, ReactInstanceManager reactInstanceManager) { 61 | if (BuildConfig.DEBUG) { 62 | try { 63 | /* 64 | We use reflection here to pick up the class that initializes Flipper, 65 | since Flipper library is not available in release mode 66 | */ 67 | Class aClass = Class.forName("com.mldemo.ReactNativeFlipper"); 68 | aClass 69 | .getMethod("initializeFlipper", Context.class, ReactInstanceManager.class) 70 | .invoke(null, context, reactInstanceManager); 71 | } catch (ClassNotFoundException e) { 72 | e.printStackTrace(); 73 | } catch (NoSuchMethodException e) { 74 | e.printStackTrace(); 75 | } catch (IllegalAccessException e) { 76 | e.printStackTrace(); 77 | } catch (InvocationTargetException e) { 78 | e.printStackTrace(); 79 | } 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https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/res/values/strings.xml: -------------------------------------------------------------------------------- 1 | 2 | mlDemo 3 | 4 | -------------------------------------------------------------------------------- /mobile-app/android/app/src/main/res/values/styles.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 8 | 9 | 10 | -------------------------------------------------------------------------------- /mobile-app/android/build.gradle: -------------------------------------------------------------------------------- 1 | // Top-level build file where you can add configuration options common to all sub-projects/modules. 2 | 3 | buildscript { 4 | ext { 5 | buildToolsVersion = "29.0.3" 6 | minSdkVersion = 21 7 | compileSdkVersion = 29 8 | targetSdkVersion = 29 9 | ndkVersion = "20.1.5948944" 10 | } 11 | repositories { 12 | google() 13 | jcenter() 14 | } 15 | dependencies { 16 | classpath("com.android.tools.build:gradle:4.1.0") 17 | // NOTE: Do not place your application dependencies here; they belong 18 | // in the individual module build.gradle files 19 | } 20 | } 21 | 22 | allprojects { 23 | repositories { 24 | mavenLocal() 25 | maven { 26 | // All of React Native (JS, Obj-C sources, Android binaries) is installed from npm 27 | url("$rootDir/../node_modules/react-native/android") 28 | } 29 | maven { 30 | // Android JSC is installed from npm 31 | url("$rootDir/../node_modules/jsc-android/dist") 32 | } 33 | 34 | google() 35 | jcenter() 36 | maven { url 'https://www.jitpack.io' } 37 | } 38 | } 39 | -------------------------------------------------------------------------------- /mobile-app/android/gradle.properties: -------------------------------------------------------------------------------- 1 | # Project-wide Gradle settings. 2 | 3 | # IDE (e.g. Android Studio) users: 4 | # Gradle settings configured through the IDE *will override* 5 | # any settings specified in this file. 6 | 7 | # For more details on how to configure your build environment visit 8 | # http://www.gradle.org/docs/current/userguide/build_environment.html 9 | 10 | # Specifies the JVM arguments used for the daemon process. 11 | # The setting is particularly useful for tweaking memory settings. 12 | # Default value: -Xmx10248m -XX:MaxPermSize=256m 13 | # org.gradle.jvmargs=-Xmx2048m -XX:MaxPermSize=512m -XX:+HeapDumpOnOutOfMemoryError -Dfile.encoding=UTF-8 14 | 15 | # When configured, Gradle will run in incubating parallel mode. 16 | # This option should only be used with decoupled projects. More details, visit 17 | # http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects 18 | # org.gradle.parallel=true 19 | 20 | # AndroidX package structure to make it clearer which packages are bundled with the 21 | # Android operating system, and which are packaged with your app's APK 22 | # https://developer.android.com/topic/libraries/support-library/androidx-rn 23 | android.useAndroidX=true 24 | # Automatically convert third-party libraries to use AndroidX 25 | android.enableJetifier=true 26 | 27 | # Version of flipper SDK to use with React Native 28 | FLIPPER_VERSION=0.75.1 29 | MYAPP_UPLOAD_STORE_FILE=my-upload-key.keystore 30 | MYAPP_UPLOAD_KEY_ALIAS=my-key-alias 31 | MYAPP_UPLOAD_STORE_PASSWORD=MLDEMO2021 32 | MYAPP_UPLOAD_KEY_PASSWORD=MLDEMO2021 -------------------------------------------------------------------------------- /mobile-app/android/gradle/wrapper/gradle-wrapper.jar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/android/gradle/wrapper/gradle-wrapper.jar -------------------------------------------------------------------------------- /mobile-app/android/gradle/wrapper/gradle-wrapper.properties: -------------------------------------------------------------------------------- 1 | distributionBase=GRADLE_USER_HOME 2 | distributionPath=wrapper/dists 3 | distributionUrl=https\://services.gradle.org/distributions/gradle-6.7-all.zip 4 | zipStoreBase=GRADLE_USER_HOME 5 | zipStorePath=wrapper/dists 6 | -------------------------------------------------------------------------------- /mobile-app/android/gradlew: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env sh 2 | 3 | # 4 | # Copyright 2015 the original author or authors. 5 | # 6 | # Licensed under the Apache License, Version 2.0 (the "License"); 7 | # you may not use this file except in compliance with the License. 8 | # You may obtain a copy of the License at 9 | # 10 | # https://www.apache.org/licenses/LICENSE-2.0 11 | # 12 | # Unless required by applicable law or agreed to in writing, software 13 | # distributed under the License is distributed on an "AS IS" BASIS, 14 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | # See the License for the specific language governing permissions and 16 | # limitations under the License. 17 | # 18 | 19 | ############################################################################## 20 | ## 21 | ## Gradle start up script for UN*X 22 | ## 23 | ############################################################################## 24 | 25 | # Attempt to set APP_HOME 26 | # Resolve links: $0 may be a link 27 | PRG="$0" 28 | # Need this for relative symlinks. 29 | while [ -h "$PRG" ] ; do 30 | ls=`ls -ld "$PRG"` 31 | link=`expr "$ls" : '.*-> \(.*\)$'` 32 | if expr "$link" : '/.*' > /dev/null; then 33 | PRG="$link" 34 | else 35 | PRG=`dirname "$PRG"`"/$link" 36 | fi 37 | done 38 | SAVED="`pwd`" 39 | cd "`dirname \"$PRG\"`/" >/dev/null 40 | APP_HOME="`pwd -P`" 41 | cd "$SAVED" >/dev/null 42 | 43 | APP_NAME="Gradle" 44 | APP_BASE_NAME=`basename "$0"` 45 | 46 | # Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. 47 | DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' 48 | 49 | # Use the maximum available, or set MAX_FD != -1 to use that value. 50 | MAX_FD="maximum" 51 | 52 | warn () { 53 | echo "$*" 54 | } 55 | 56 | die () { 57 | echo 58 | echo "$*" 59 | echo 60 | exit 1 61 | } 62 | 63 | # OS specific support (must be 'true' or 'false'). 64 | cygwin=false 65 | msys=false 66 | darwin=false 67 | nonstop=false 68 | case "`uname`" in 69 | CYGWIN* ) 70 | cygwin=true 71 | ;; 72 | Darwin* ) 73 | darwin=true 74 | ;; 75 | MINGW* ) 76 | msys=true 77 | ;; 78 | NONSTOP* ) 79 | nonstop=true 80 | ;; 81 | esac 82 | 83 | CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar 84 | 85 | 86 | # Determine the Java command to use to start the JVM. 87 | if [ -n "$JAVA_HOME" ] ; then 88 | if [ -x "$JAVA_HOME/jre/sh/java" ] ; then 89 | # IBM's JDK on AIX uses strange locations for the executables 90 | JAVACMD="$JAVA_HOME/jre/sh/java" 91 | else 92 | JAVACMD="$JAVA_HOME/bin/java" 93 | fi 94 | if [ ! -x "$JAVACMD" ] ; then 95 | die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME 96 | 97 | Please set the JAVA_HOME variable in your environment to match the 98 | location of your Java installation." 99 | fi 100 | else 101 | JAVACMD="java" 102 | which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 103 | 104 | Please set the JAVA_HOME variable in your environment to match the 105 | location of your Java installation." 106 | fi 107 | 108 | # Increase the maximum file descriptors if we can. 109 | if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then 110 | MAX_FD_LIMIT=`ulimit -H -n` 111 | if [ $? -eq 0 ] ; then 112 | if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then 113 | MAX_FD="$MAX_FD_LIMIT" 114 | fi 115 | ulimit -n $MAX_FD 116 | if [ $? -ne 0 ] ; then 117 | warn "Could not set maximum file descriptor limit: $MAX_FD" 118 | fi 119 | else 120 | warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT" 121 | fi 122 | fi 123 | 124 | # For Darwin, add options to specify how the application appears in the dock 125 | if $darwin; then 126 | GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\"" 127 | fi 128 | 129 | # For Cygwin or MSYS, switch paths to Windows format before running java 130 | if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then 131 | APP_HOME=`cygpath --path --mixed "$APP_HOME"` 132 | CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` 133 | 134 | JAVACMD=`cygpath --unix "$JAVACMD"` 135 | 136 | # We build the pattern for arguments to be converted via cygpath 137 | ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null` 138 | SEP="" 139 | for dir in $ROOTDIRSRAW ; do 140 | ROOTDIRS="$ROOTDIRS$SEP$dir" 141 | SEP="|" 142 | done 143 | OURCYGPATTERN="(^($ROOTDIRS))" 144 | # Add a user-defined pattern to the cygpath arguments 145 | if [ "$GRADLE_CYGPATTERN" != "" ] ; then 146 | OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)" 147 | fi 148 | # Now convert the arguments - kludge to limit ourselves to /bin/sh 149 | i=0 150 | for arg in "$@" ; do 151 | CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -` 152 | CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option 153 | 154 | if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition 155 | eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"` 156 | else 157 | eval `echo args$i`="\"$arg\"" 158 | fi 159 | i=`expr $i + 1` 160 | done 161 | case $i in 162 | 0) set -- ;; 163 | 1) set -- "$args0" ;; 164 | 2) set -- "$args0" "$args1" ;; 165 | 3) set -- "$args0" "$args1" "$args2" ;; 166 | 4) set -- "$args0" "$args1" "$args2" "$args3" ;; 167 | 5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;; 168 | 6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;; 169 | 7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;; 170 | 8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;; 171 | 9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;; 172 | esac 173 | fi 174 | 175 | # Escape application args 176 | save () { 177 | for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done 178 | echo " " 179 | } 180 | APP_ARGS=`save "$@"` 181 | 182 | # Collect all arguments for the java command, following the shell quoting and substitution rules 183 | eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS" 184 | 185 | exec "$JAVACMD" "$@" 186 | -------------------------------------------------------------------------------- /mobile-app/android/gradlew.bat: -------------------------------------------------------------------------------- 1 | @rem 2 | @rem Copyright 2015 the original author or authors. 3 | @rem 4 | @rem Licensed under the Apache License, Version 2.0 (the "License"); 5 | @rem you may not use this file except in compliance with the License. 6 | @rem You may obtain a copy of the License at 7 | @rem 8 | @rem https://www.apache.org/licenses/LICENSE-2.0 9 | @rem 10 | @rem Unless required by applicable law or agreed to in writing, software 11 | @rem distributed under the License is distributed on an "AS IS" BASIS, 12 | @rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | @rem See the License for the specific language governing permissions and 14 | @rem limitations under the License. 15 | @rem 16 | 17 | @if "%DEBUG%" == "" @echo off 18 | @rem ########################################################################## 19 | @rem 20 | @rem Gradle startup script for Windows 21 | @rem 22 | @rem ########################################################################## 23 | 24 | @rem Set local scope for the variables with windows NT shell 25 | if "%OS%"=="Windows_NT" setlocal 26 | 27 | set DIRNAME=%~dp0 28 | if "%DIRNAME%" == "" set DIRNAME=. 29 | set APP_BASE_NAME=%~n0 30 | set APP_HOME=%DIRNAME% 31 | 32 | @rem Resolve any "." and ".." in APP_HOME to make it shorter. 33 | for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi 34 | 35 | @rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. 36 | set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" 37 | 38 | @rem Find java.exe 39 | if defined JAVA_HOME goto findJavaFromJavaHome 40 | 41 | set JAVA_EXE=java.exe 42 | %JAVA_EXE% -version >NUL 2>&1 43 | if "%ERRORLEVEL%" == "0" goto execute 44 | 45 | echo. 46 | echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 47 | echo. 48 | echo Please set the JAVA_HOME variable in your environment to match the 49 | echo location of your Java installation. 50 | 51 | goto fail 52 | 53 | :findJavaFromJavaHome 54 | set JAVA_HOME=%JAVA_HOME:"=% 55 | set JAVA_EXE=%JAVA_HOME%/bin/java.exe 56 | 57 | if exist "%JAVA_EXE%" goto execute 58 | 59 | echo. 60 | echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 61 | echo. 62 | echo Please set the JAVA_HOME variable in your environment to match the 63 | echo location of your Java installation. 64 | 65 | goto fail 66 | 67 | :execute 68 | @rem Setup the command line 69 | 70 | set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar 71 | 72 | 73 | @rem Execute Gradle 74 | "%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* 75 | 76 | :end 77 | @rem End local scope for the variables with windows NT shell 78 | if "%ERRORLEVEL%"=="0" goto mainEnd 79 | 80 | :fail 81 | rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of 82 | rem the _cmd.exe /c_ return code! 83 | if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 84 | exit /b 1 85 | 86 | :mainEnd 87 | if "%OS%"=="Windows_NT" endlocal 88 | 89 | :omega 90 | -------------------------------------------------------------------------------- /mobile-app/android/settings.gradle: -------------------------------------------------------------------------------- 1 | rootProject.name = 'mlDemo' 2 | apply from: file("../node_modules/@react-native-community/cli-platform-android/native_modules.gradle"); applyNativeModulesSettingsGradle(settings) 3 | include ':tflite-react-native' 4 | project(':tflite-react-native').projectDir = new File(rootProject.projectDir, '../node_modules/tflite-react-native/android') 5 | include ':app' 6 | -------------------------------------------------------------------------------- /mobile-app/app.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "mlDemo", 3 | "displayName": "mlDemo" 4 | } -------------------------------------------------------------------------------- /mobile-app/babel.config.js: -------------------------------------------------------------------------------- 1 | module.exports = { 2 | presets: ['module:metro-react-native-babel-preset'], 3 | }; 4 | -------------------------------------------------------------------------------- /mobile-app/index.js: -------------------------------------------------------------------------------- 1 | /** 2 | * @format 3 | */ 4 | 5 | import {AppRegistry} from 'react-native'; 6 | import App from './App'; 7 | import {name as appName} from './app.json'; 8 | 9 | AppRegistry.registerComponent(appName, () => App); 10 | -------------------------------------------------------------------------------- /mobile-app/ios/Podfile: -------------------------------------------------------------------------------- 1 | require_relative '../node_modules/react-native/scripts/react_native_pods' 2 | require_relative '../node_modules/@react-native-community/cli-platform-ios/native_modules' 3 | 4 | platform :ios, '10.0' 5 | 6 | target 'mlDemo' do 7 | config = use_native_modules! 8 | pod 'TensorFlowLite', '1.12.0' 9 | 10 | use_react_native!( 11 | :path => config[:reactNativePath], 12 | # to enable hermes on iOS, change `false` to `true` and then install pods 13 | :hermes_enabled => false 14 | ) 15 | permissions_path = '../node_modules/react-native-permissions/ios' 16 | pod 'Permission-Camera', :path => "#{permissions_path}/Camera" 17 | pod 'Permission-PhotoLibrary', :path => "#{permissions_path}/PhotoLibrary" 18 | 19 | target 'mlDemoTests' do 20 | inherit! :complete 21 | # Pods for testing 22 | end 23 | 24 | 25 | # Enables Flipper. 26 | # 27 | # Note that if you have use_frameworks! enabled, Flipper will not work and 28 | # you should disable the next line. 29 | use_flipper!() 30 | 31 | post_install do |installer| 32 | react_native_post_install(installer) 33 | end 34 | end -------------------------------------------------------------------------------- /mobile-app/ios/Podfile.lock: -------------------------------------------------------------------------------- 1 | PODS: 2 | - boost-for-react-native (1.63.0) 3 | - CocoaAsyncSocket (7.6.5) 4 | - DoubleConversion (1.1.6) 5 | - FBLazyVector (0.64.2) 6 | - FBReactNativeSpec (0.64.2): 7 | - RCT-Folly (= 2020.01.13.00) 8 | - RCTRequired (= 0.64.2) 9 | - RCTTypeSafety (= 0.64.2) 10 | - React-Core (= 0.64.2) 11 | - React-jsi (= 0.64.2) 12 | - ReactCommon/turbomodule/core (= 0.64.2) 13 | - Flipper (0.75.1): 14 | - Flipper-Folly (~> 2.5) 15 | - Flipper-RSocket (~> 1.3) 16 | - Flipper-DoubleConversion (1.1.7) 17 | - Flipper-Folly (2.5.3): 18 | - boost-for-react-native 19 | - Flipper-DoubleConversion 20 | - Flipper-Glog 21 | - libevent (~> 2.1.12) 22 | - OpenSSL-Universal (= 1.1.180) 23 | - Flipper-Glog (0.3.6) 24 | - Flipper-PeerTalk (0.0.4) 25 | - Flipper-RSocket (1.3.1): 26 | - Flipper-Folly (~> 2.5) 27 | - FlipperKit (0.75.1): 28 | - FlipperKit/Core (= 0.75.1) 29 | - FlipperKit/Core (0.75.1): 30 | - Flipper (~> 0.75.1) 31 | - FlipperKit/CppBridge 32 | - FlipperKit/FBCxxFollyDynamicConvert 33 | - FlipperKit/FBDefines 34 | - FlipperKit/FKPortForwarding 35 | - FlipperKit/CppBridge (0.75.1): 36 | - Flipper (~> 0.75.1) 37 | - FlipperKit/FBCxxFollyDynamicConvert (0.75.1): 38 | - Flipper-Folly (~> 2.5) 39 | - FlipperKit/FBDefines (0.75.1) 40 | - FlipperKit/FKPortForwarding (0.75.1): 41 | - CocoaAsyncSocket (~> 7.6) 42 | - Flipper-PeerTalk (~> 0.0.4) 43 | - FlipperKit/FlipperKitHighlightOverlay (0.75.1) 44 | - FlipperKit/FlipperKitLayoutPlugin (0.75.1): 45 | - FlipperKit/Core 46 | - FlipperKit/FlipperKitHighlightOverlay 47 | - FlipperKit/FlipperKitLayoutTextSearchable 48 | - YogaKit (~> 1.18) 49 | - FlipperKit/FlipperKitLayoutTextSearchable (0.75.1) 50 | - FlipperKit/FlipperKitNetworkPlugin (0.75.1): 51 | - FlipperKit/Core 52 | - FlipperKit/FlipperKitReactPlugin (0.75.1): 53 | - FlipperKit/Core 54 | - FlipperKit/FlipperKitUserDefaultsPlugin (0.75.1): 55 | - FlipperKit/Core 56 | - FlipperKit/SKIOSNetworkPlugin (0.75.1): 57 | - FlipperKit/Core 58 | - FlipperKit/FlipperKitNetworkPlugin 59 | - glog (0.3.5) 60 | - libevent (2.1.12) 61 | - OpenSSL-Universal (1.1.180) 62 | - Permission-Camera (3.0.5): 63 | - RNPermissions 64 | - Permission-PhotoLibrary (3.0.5): 65 | - RNPermissions 66 | - RCT-Folly (2020.01.13.00): 67 | - boost-for-react-native 68 | - DoubleConversion 69 | - glog 70 | - RCT-Folly/Default (= 2020.01.13.00) 71 | - RCT-Folly/Default (2020.01.13.00): 72 | - boost-for-react-native 73 | - DoubleConversion 74 | - glog 75 | - RCTRequired (0.64.2) 76 | - RCTTypeSafety (0.64.2): 77 | - FBLazyVector (= 0.64.2) 78 | - RCT-Folly (= 2020.01.13.00) 79 | - RCTRequired (= 0.64.2) 80 | - React-Core (= 0.64.2) 81 | - React (0.64.2): 82 | - React-Core (= 0.64.2) 83 | - React-Core/DevSupport (= 0.64.2) 84 | - React-Core/RCTWebSocket (= 0.64.2) 85 | - React-RCTActionSheet (= 0.64.2) 86 | - React-RCTAnimation (= 0.64.2) 87 | - React-RCTBlob (= 0.64.2) 88 | - React-RCTImage (= 0.64.2) 89 | - React-RCTLinking (= 0.64.2) 90 | - React-RCTNetwork (= 0.64.2) 91 | - React-RCTSettings (= 0.64.2) 92 | - React-RCTText (= 0.64.2) 93 | - React-RCTVibration (= 0.64.2) 94 | - React-callinvoker (0.64.2) 95 | - React-Core (0.64.2): 96 | - glog 97 | - RCT-Folly (= 2020.01.13.00) 98 | - React-Core/Default (= 0.64.2) 99 | - React-cxxreact (= 0.64.2) 100 | - React-jsi (= 0.64.2) 101 | - React-jsiexecutor (= 0.64.2) 102 | - React-perflogger (= 0.64.2) 103 | - Yoga 104 | - React-Core/CoreModulesHeaders (0.64.2): 105 | - glog 106 | - RCT-Folly (= 2020.01.13.00) 107 | - React-Core/Default 108 | - React-cxxreact (= 0.64.2) 109 | - React-jsi (= 0.64.2) 110 | - React-jsiexecutor (= 0.64.2) 111 | - React-perflogger (= 0.64.2) 112 | - Yoga 113 | - React-Core/Default (0.64.2): 114 | - glog 115 | - RCT-Folly (= 2020.01.13.00) 116 | - React-cxxreact (= 0.64.2) 117 | - React-jsi (= 0.64.2) 118 | - React-jsiexecutor (= 0.64.2) 119 | - React-perflogger (= 0.64.2) 120 | - Yoga 121 | - React-Core/DevSupport (0.64.2): 122 | - glog 123 | - RCT-Folly (= 2020.01.13.00) 124 | - React-Core/Default (= 0.64.2) 125 | - React-Core/RCTWebSocket (= 0.64.2) 126 | - React-cxxreact (= 0.64.2) 127 | - React-jsi (= 0.64.2) 128 | - React-jsiexecutor (= 0.64.2) 129 | - React-jsinspector (= 0.64.2) 130 | - React-perflogger (= 0.64.2) 131 | - Yoga 132 | - React-Core/RCTActionSheetHeaders (0.64.2): 133 | - glog 134 | - RCT-Folly (= 2020.01.13.00) 135 | - React-Core/Default 136 | - React-cxxreact (= 0.64.2) 137 | - React-jsi (= 0.64.2) 138 | - React-jsiexecutor (= 0.64.2) 139 | - React-perflogger (= 0.64.2) 140 | - Yoga 141 | - React-Core/RCTAnimationHeaders (0.64.2): 142 | - glog 143 | - RCT-Folly (= 2020.01.13.00) 144 | - React-Core/Default 145 | - React-cxxreact (= 0.64.2) 146 | - React-jsi (= 0.64.2) 147 | - React-jsiexecutor (= 0.64.2) 148 | - React-perflogger (= 0.64.2) 149 | - Yoga 150 | - React-Core/RCTBlobHeaders (0.64.2): 151 | - glog 152 | - RCT-Folly (= 2020.01.13.00) 153 | - React-Core/Default 154 | - React-cxxreact (= 0.64.2) 155 | - React-jsi (= 0.64.2) 156 | - React-jsiexecutor (= 0.64.2) 157 | - React-perflogger (= 0.64.2) 158 | - Yoga 159 | - React-Core/RCTImageHeaders (0.64.2): 160 | - glog 161 | - RCT-Folly (= 2020.01.13.00) 162 | - React-Core/Default 163 | - React-cxxreact (= 0.64.2) 164 | - React-jsi (= 0.64.2) 165 | - React-jsiexecutor (= 0.64.2) 166 | - React-perflogger (= 0.64.2) 167 | - Yoga 168 | - React-Core/RCTLinkingHeaders (0.64.2): 169 | - glog 170 | - RCT-Folly (= 2020.01.13.00) 171 | - React-Core/Default 172 | - React-cxxreact (= 0.64.2) 173 | - React-jsi (= 0.64.2) 174 | - React-jsiexecutor (= 0.64.2) 175 | - React-perflogger (= 0.64.2) 176 | - Yoga 177 | - React-Core/RCTNetworkHeaders (0.64.2): 178 | - glog 179 | - RCT-Folly (= 2020.01.13.00) 180 | - React-Core/Default 181 | - React-cxxreact (= 0.64.2) 182 | - React-jsi (= 0.64.2) 183 | - React-jsiexecutor (= 0.64.2) 184 | - React-perflogger (= 0.64.2) 185 | - Yoga 186 | - React-Core/RCTSettingsHeaders (0.64.2): 187 | - glog 188 | - RCT-Folly (= 2020.01.13.00) 189 | - React-Core/Default 190 | - React-cxxreact (= 0.64.2) 191 | - React-jsi (= 0.64.2) 192 | - React-jsiexecutor (= 0.64.2) 193 | - React-perflogger (= 0.64.2) 194 | - Yoga 195 | - React-Core/RCTTextHeaders (0.64.2): 196 | - glog 197 | - RCT-Folly (= 2020.01.13.00) 198 | - React-Core/Default 199 | - React-cxxreact (= 0.64.2) 200 | - React-jsi (= 0.64.2) 201 | - React-jsiexecutor (= 0.64.2) 202 | - React-perflogger (= 0.64.2) 203 | - Yoga 204 | - React-Core/RCTVibrationHeaders (0.64.2): 205 | - glog 206 | - RCT-Folly (= 2020.01.13.00) 207 | - React-Core/Default 208 | - React-cxxreact (= 0.64.2) 209 | - React-jsi (= 0.64.2) 210 | - React-jsiexecutor (= 0.64.2) 211 | - React-perflogger (= 0.64.2) 212 | - Yoga 213 | - React-Core/RCTWebSocket (0.64.2): 214 | - glog 215 | - RCT-Folly (= 2020.01.13.00) 216 | - React-Core/Default (= 0.64.2) 217 | - React-cxxreact (= 0.64.2) 218 | - React-jsi (= 0.64.2) 219 | - React-jsiexecutor (= 0.64.2) 220 | - React-perflogger (= 0.64.2) 221 | - Yoga 222 | - React-CoreModules (0.64.2): 223 | - FBReactNativeSpec (= 0.64.2) 224 | - RCT-Folly (= 2020.01.13.00) 225 | - RCTTypeSafety (= 0.64.2) 226 | - React-Core/CoreModulesHeaders (= 0.64.2) 227 | - React-jsi (= 0.64.2) 228 | - React-RCTImage (= 0.64.2) 229 | - ReactCommon/turbomodule/core (= 0.64.2) 230 | - React-cxxreact (0.64.2): 231 | - boost-for-react-native (= 1.63.0) 232 | - DoubleConversion 233 | - glog 234 | - RCT-Folly (= 2020.01.13.00) 235 | - React-callinvoker (= 0.64.2) 236 | - React-jsi (= 0.64.2) 237 | - React-jsinspector (= 0.64.2) 238 | - React-perflogger (= 0.64.2) 239 | - React-runtimeexecutor (= 0.64.2) 240 | - React-jsi (0.64.2): 241 | - boost-for-react-native (= 1.63.0) 242 | - DoubleConversion 243 | - glog 244 | - RCT-Folly (= 2020.01.13.00) 245 | - React-jsi/Default (= 0.64.2) 246 | - React-jsi/Default (0.64.2): 247 | - boost-for-react-native (= 1.63.0) 248 | - DoubleConversion 249 | - glog 250 | - RCT-Folly (= 2020.01.13.00) 251 | - React-jsiexecutor (0.64.2): 252 | - DoubleConversion 253 | - glog 254 | - RCT-Folly (= 2020.01.13.00) 255 | - React-cxxreact (= 0.64.2) 256 | - React-jsi (= 0.64.2) 257 | - React-perflogger (= 0.64.2) 258 | - React-jsinspector (0.64.2) 259 | - react-native-config (1.4.4): 260 | - react-native-config/App (= 1.4.4) 261 | - react-native-config/App (1.4.4): 262 | - React-Core 263 | - react-native-image-picker (4.0.4): 264 | - React-Core 265 | - React-perflogger (0.64.2) 266 | - React-RCTActionSheet (0.64.2): 267 | - React-Core/RCTActionSheetHeaders (= 0.64.2) 268 | - React-RCTAnimation (0.64.2): 269 | - FBReactNativeSpec (= 0.64.2) 270 | - RCT-Folly (= 2020.01.13.00) 271 | - RCTTypeSafety (= 0.64.2) 272 | - React-Core/RCTAnimationHeaders (= 0.64.2) 273 | - React-jsi (= 0.64.2) 274 | - ReactCommon/turbomodule/core (= 0.64.2) 275 | - React-RCTBlob (0.64.2): 276 | - FBReactNativeSpec (= 0.64.2) 277 | - RCT-Folly (= 2020.01.13.00) 278 | - React-Core/RCTBlobHeaders (= 0.64.2) 279 | - React-Core/RCTWebSocket (= 0.64.2) 280 | - React-jsi (= 0.64.2) 281 | - React-RCTNetwork (= 0.64.2) 282 | - ReactCommon/turbomodule/core (= 0.64.2) 283 | - React-RCTImage (0.64.2): 284 | - FBReactNativeSpec (= 0.64.2) 285 | - RCT-Folly (= 2020.01.13.00) 286 | - RCTTypeSafety (= 0.64.2) 287 | - React-Core/RCTImageHeaders (= 0.64.2) 288 | - React-jsi (= 0.64.2) 289 | - React-RCTNetwork (= 0.64.2) 290 | - ReactCommon/turbomodule/core (= 0.64.2) 291 | - React-RCTLinking (0.64.2): 292 | - FBReactNativeSpec (= 0.64.2) 293 | - React-Core/RCTLinkingHeaders (= 0.64.2) 294 | - React-jsi (= 0.64.2) 295 | - ReactCommon/turbomodule/core (= 0.64.2) 296 | - React-RCTNetwork (0.64.2): 297 | - FBReactNativeSpec (= 0.64.2) 298 | - RCT-Folly (= 2020.01.13.00) 299 | - RCTTypeSafety (= 0.64.2) 300 | - React-Core/RCTNetworkHeaders (= 0.64.2) 301 | - React-jsi (= 0.64.2) 302 | - ReactCommon/turbomodule/core (= 0.64.2) 303 | - React-RCTSettings (0.64.2): 304 | - FBReactNativeSpec (= 0.64.2) 305 | - RCT-Folly (= 2020.01.13.00) 306 | - RCTTypeSafety (= 0.64.2) 307 | - React-Core/RCTSettingsHeaders (= 0.64.2) 308 | - React-jsi (= 0.64.2) 309 | - ReactCommon/turbomodule/core (= 0.64.2) 310 | - React-RCTText (0.64.2): 311 | - React-Core/RCTTextHeaders (= 0.64.2) 312 | - React-RCTVibration (0.64.2): 313 | - FBReactNativeSpec (= 0.64.2) 314 | - RCT-Folly (= 2020.01.13.00) 315 | - React-Core/RCTVibrationHeaders (= 0.64.2) 316 | - React-jsi (= 0.64.2) 317 | - ReactCommon/turbomodule/core (= 0.64.2) 318 | - React-runtimeexecutor (0.64.2): 319 | - React-jsi (= 0.64.2) 320 | - ReactCommon/turbomodule/core (0.64.2): 321 | - DoubleConversion 322 | - glog 323 | - RCT-Folly (= 2020.01.13.00) 324 | - React-callinvoker (= 0.64.2) 325 | - React-Core (= 0.64.2) 326 | - React-cxxreact (= 0.64.2) 327 | - React-jsi (= 0.64.2) 328 | - React-perflogger (= 0.64.2) 329 | - RNPermissions (3.0.5): 330 | - React-Core 331 | - TensorFlowLite (1.12.0) 332 | - Yoga (1.14.0) 333 | - YogaKit (1.18.1): 334 | - Yoga (~> 1.14) 335 | 336 | DEPENDENCIES: 337 | - DoubleConversion (from `../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec`) 338 | - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) 339 | - FBReactNativeSpec (from `../node_modules/react-native/React/FBReactNativeSpec`) 340 | - Flipper (~> 0.75.1) 341 | - Flipper-DoubleConversion (= 1.1.7) 342 | - Flipper-Folly (~> 2.5.3) 343 | - Flipper-Glog (= 0.3.6) 344 | - Flipper-PeerTalk (~> 0.0.4) 345 | - Flipper-RSocket (~> 1.3) 346 | - FlipperKit (~> 0.75.1) 347 | - FlipperKit/Core (~> 0.75.1) 348 | - FlipperKit/CppBridge (~> 0.75.1) 349 | - FlipperKit/FBCxxFollyDynamicConvert (~> 0.75.1) 350 | - FlipperKit/FBDefines (~> 0.75.1) 351 | - FlipperKit/FKPortForwarding (~> 0.75.1) 352 | - FlipperKit/FlipperKitHighlightOverlay (~> 0.75.1) 353 | - FlipperKit/FlipperKitLayoutPlugin (~> 0.75.1) 354 | - FlipperKit/FlipperKitLayoutTextSearchable (~> 0.75.1) 355 | - FlipperKit/FlipperKitNetworkPlugin (~> 0.75.1) 356 | - FlipperKit/FlipperKitReactPlugin (~> 0.75.1) 357 | - FlipperKit/FlipperKitUserDefaultsPlugin (~> 0.75.1) 358 | - FlipperKit/SKIOSNetworkPlugin (~> 0.75.1) 359 | - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) 360 | - Permission-Camera (from `../node_modules/react-native-permissions/ios/Camera`) 361 | - Permission-PhotoLibrary (from `../node_modules/react-native-permissions/ios/PhotoLibrary`) 362 | - RCT-Folly (from `../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec`) 363 | - RCTRequired (from `../node_modules/react-native/Libraries/RCTRequired`) 364 | - RCTTypeSafety (from `../node_modules/react-native/Libraries/TypeSafety`) 365 | - React (from `../node_modules/react-native/`) 366 | - React-callinvoker (from `../node_modules/react-native/ReactCommon/callinvoker`) 367 | - React-Core (from `../node_modules/react-native/`) 368 | - React-Core/DevSupport (from `../node_modules/react-native/`) 369 | - React-Core/RCTWebSocket (from `../node_modules/react-native/`) 370 | - React-CoreModules (from `../node_modules/react-native/React/CoreModules`) 371 | - React-cxxreact (from `../node_modules/react-native/ReactCommon/cxxreact`) 372 | - React-jsi (from `../node_modules/react-native/ReactCommon/jsi`) 373 | - React-jsiexecutor (from `../node_modules/react-native/ReactCommon/jsiexecutor`) 374 | - React-jsinspector (from `../node_modules/react-native/ReactCommon/jsinspector`) 375 | - react-native-config (from `../node_modules/react-native-config`) 376 | - react-native-image-picker (from `../node_modules/react-native-image-picker`) 377 | - React-perflogger (from `../node_modules/react-native/ReactCommon/reactperflogger`) 378 | - React-RCTActionSheet (from `../node_modules/react-native/Libraries/ActionSheetIOS`) 379 | - React-RCTAnimation (from `../node_modules/react-native/Libraries/NativeAnimation`) 380 | - React-RCTBlob (from `../node_modules/react-native/Libraries/Blob`) 381 | - React-RCTImage (from `../node_modules/react-native/Libraries/Image`) 382 | - React-RCTLinking (from `../node_modules/react-native/Libraries/LinkingIOS`) 383 | - React-RCTNetwork (from `../node_modules/react-native/Libraries/Network`) 384 | - React-RCTSettings (from `../node_modules/react-native/Libraries/Settings`) 385 | - React-RCTText (from `../node_modules/react-native/Libraries/Text`) 386 | - React-RCTVibration (from `../node_modules/react-native/Libraries/Vibration`) 387 | - React-runtimeexecutor (from `../node_modules/react-native/ReactCommon/runtimeexecutor`) 388 | - ReactCommon/turbomodule/core (from `../node_modules/react-native/ReactCommon`) 389 | - RNPermissions (from `../node_modules/react-native-permissions`) 390 | - TensorFlowLite (= 1.12.0) 391 | - Yoga (from `../node_modules/react-native/ReactCommon/yoga`) 392 | 393 | SPEC REPOS: 394 | trunk: 395 | - boost-for-react-native 396 | - CocoaAsyncSocket 397 | - Flipper 398 | - Flipper-DoubleConversion 399 | - Flipper-Folly 400 | - Flipper-Glog 401 | - Flipper-PeerTalk 402 | - Flipper-RSocket 403 | - FlipperKit 404 | - libevent 405 | - OpenSSL-Universal 406 | - TensorFlowLite 407 | - YogaKit 408 | 409 | EXTERNAL SOURCES: 410 | DoubleConversion: 411 | :podspec: "../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec" 412 | FBLazyVector: 413 | :path: "../node_modules/react-native/Libraries/FBLazyVector" 414 | FBReactNativeSpec: 415 | :path: "../node_modules/react-native/React/FBReactNativeSpec" 416 | glog: 417 | :podspec: "../node_modules/react-native/third-party-podspecs/glog.podspec" 418 | Permission-Camera: 419 | :path: "../node_modules/react-native-permissions/ios/Camera" 420 | Permission-PhotoLibrary: 421 | :path: "../node_modules/react-native-permissions/ios/PhotoLibrary" 422 | RCT-Folly: 423 | :podspec: "../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec" 424 | RCTRequired: 425 | :path: "../node_modules/react-native/Libraries/RCTRequired" 426 | RCTTypeSafety: 427 | :path: "../node_modules/react-native/Libraries/TypeSafety" 428 | React: 429 | :path: "../node_modules/react-native/" 430 | React-callinvoker: 431 | :path: "../node_modules/react-native/ReactCommon/callinvoker" 432 | React-Core: 433 | :path: "../node_modules/react-native/" 434 | React-CoreModules: 435 | :path: "../node_modules/react-native/React/CoreModules" 436 | React-cxxreact: 437 | :path: "../node_modules/react-native/ReactCommon/cxxreact" 438 | React-jsi: 439 | :path: "../node_modules/react-native/ReactCommon/jsi" 440 | React-jsiexecutor: 441 | :path: "../node_modules/react-native/ReactCommon/jsiexecutor" 442 | React-jsinspector: 443 | :path: "../node_modules/react-native/ReactCommon/jsinspector" 444 | react-native-config: 445 | :path: "../node_modules/react-native-config" 446 | react-native-image-picker: 447 | :path: "../node_modules/react-native-image-picker" 448 | React-perflogger: 449 | :path: "../node_modules/react-native/ReactCommon/reactperflogger" 450 | React-RCTActionSheet: 451 | :path: "../node_modules/react-native/Libraries/ActionSheetIOS" 452 | React-RCTAnimation: 453 | :path: "../node_modules/react-native/Libraries/NativeAnimation" 454 | React-RCTBlob: 455 | :path: "../node_modules/react-native/Libraries/Blob" 456 | React-RCTImage: 457 | :path: "../node_modules/react-native/Libraries/Image" 458 | React-RCTLinking: 459 | :path: "../node_modules/react-native/Libraries/LinkingIOS" 460 | React-RCTNetwork: 461 | :path: "../node_modules/react-native/Libraries/Network" 462 | React-RCTSettings: 463 | :path: "../node_modules/react-native/Libraries/Settings" 464 | React-RCTText: 465 | :path: "../node_modules/react-native/Libraries/Text" 466 | React-RCTVibration: 467 | :path: "../node_modules/react-native/Libraries/Vibration" 468 | React-runtimeexecutor: 469 | :path: "../node_modules/react-native/ReactCommon/runtimeexecutor" 470 | ReactCommon: 471 | :path: "../node_modules/react-native/ReactCommon" 472 | RNPermissions: 473 | :path: "../node_modules/react-native-permissions" 474 | Yoga: 475 | :path: "../node_modules/react-native/ReactCommon/yoga" 476 | 477 | SPEC CHECKSUMS: 478 | boost-for-react-native: 39c7adb57c4e60d6c5479dd8623128eb5b3f0f2c 479 | CocoaAsyncSocket: 065fd1e645c7abab64f7a6a2007a48038fdc6a99 480 | DoubleConversion: cf9b38bf0b2d048436d9a82ad2abe1404f11e7de 481 | FBLazyVector: e686045572151edef46010a6f819ade377dfeb4b 482 | FBReactNativeSpec: 45781490bf3049e927c022606637371887d2ce86 483 | Flipper: d3da1aa199aad94455ae725e9f3aa43f3ec17021 484 | Flipper-DoubleConversion: 38631e41ef4f9b12861c67d17cb5518d06badc41 485 | Flipper-Folly: 755929a4f851b2fb2c347d533a23f191b008554c 486 | Flipper-Glog: 1dfd6abf1e922806c52ceb8701a3599a79a200a6 487 | Flipper-PeerTalk: 116d8f857dc6ef55c7a5a75ea3ceaafe878aadc9 488 | Flipper-RSocket: 127954abe8b162fcaf68d2134d34dc2bd7076154 489 | FlipperKit: 8a20b5c5fcf9436cac58551dc049867247f64b00 490 | glog: 73c2498ac6884b13ede40eda8228cb1eee9d9d62 491 | libevent: 4049cae6c81cdb3654a443be001fb9bdceff7913 492 | OpenSSL-Universal: 1aa4f6a6ee7256b83db99ec1ccdaa80d10f9af9b 493 | Permission-Camera: ac603073e4128e51e6ca3c39129778f05b4082fa 494 | Permission-PhotoLibrary: 0748c1a490fad126dfe36dbea8234dedfe59cc27 495 | RCT-Folly: ec7a233ccc97cc556cf7237f0db1ff65b986f27c 496 | RCTRequired: 6d3e854f0e7260a648badd0d44fc364bc9da9728 497 | RCTTypeSafety: c1f31d19349c6b53085766359caac425926fafaa 498 | React: bda6b6d7ae912de97d7a61aa5c160db24aa2ad69 499 | React-callinvoker: 9840ea7e8e88ed73d438edb725574820b29b5baa 500 | React-Core: b5e385da7ce5f16a220fc60fd0749eae2c6120f0 501 | React-CoreModules: 17071a4e2c5239b01585f4aa8070141168ab298f 502 | React-cxxreact: 9be7b6340ed9f7c53e53deca7779f07cd66525ba 503 | React-jsi: 67747b9722f6dab2ffe15b011bcf6b3f2c3f1427 504 | React-jsiexecutor: 80c46bd381fd06e418e0d4f53672dc1d1945c4c3 505 | React-jsinspector: cc614ec18a9ca96fd275100c16d74d62ee11f0ae 506 | react-native-config: 72d948053a442779b3178fddd571e37f118ef606 507 | react-native-image-picker: c07b072faa83f3480b473a15ea3c19cc39b3d6fa 508 | React-perflogger: 25373e382fed75ce768a443822f07098a15ab737 509 | React-RCTActionSheet: af7796ba49ffe4ca92e7277a5d992d37203f7da5 510 | React-RCTAnimation: 6a2e76ab50c6f25b428d81b76a5a45351c4d77aa 511 | React-RCTBlob: 02a2887023e0eed99391b6445b2e23a2a6f9226d 512 | React-RCTImage: ce5bf8e7438f2286d9b646a05d6ab11f38b0323d 513 | React-RCTLinking: ccd20742de14e020cb5f99d5c7e0bf0383aefbd9 514 | React-RCTNetwork: dfb9d089ab0753e5e5f55fc4b1210858f7245647 515 | React-RCTSettings: b14aef2d83699e48b410fb7c3ba5b66cd3291ae2 516 | React-RCTText: 41a2e952dd9adc5caf6fb68ed46b275194d5da5f 517 | React-RCTVibration: 24600e3b1aaa77126989bc58b6747509a1ba14f3 518 | React-runtimeexecutor: a9904c6d0218fb9f8b19d6dd88607225927668f9 519 | ReactCommon: 149906e01aa51142707a10665185db879898e966 520 | RNPermissions: 7043bacbf928eae25808275cfe73799b8f618911 521 | TensorFlowLite: e81aef029750aa46b42ad16553fa4cddd81498cc 522 | Yoga: 575c581c63e0d35c9a83f4b46d01d63abc1100ac 523 | YogaKit: f782866e155069a2cca2517aafea43200b01fd5a 524 | 525 | PODFILE CHECKSUM: 2d2fe6349cd6f376e57e8bd44d01cbc700de6709 526 | 527 | COCOAPODS: 1.10.1 528 | 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defaultConfigurationIsVisible = 0; 677 | defaultConfigurationName = Release; 678 | }; 679 | 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "mlDemo" */ = { 680 | isa = XCConfigurationList; 681 | buildConfigurations = ( 682 | 13B07F941A680F5B00A75B9A /* Debug */, 683 | 13B07F951A680F5B00A75B9A /* Release */, 684 | ); 685 | defaultConfigurationIsVisible = 0; 686 | defaultConfigurationName = Release; 687 | }; 688 | 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "mlDemo" */ = { 689 | isa = XCConfigurationList; 690 | buildConfigurations = ( 691 | 83CBBA201A601CBA00E9B192 /* Debug */, 692 | 83CBBA211A601CBA00E9B192 /* Release */, 693 | ); 694 | defaultConfigurationIsVisible = 0; 695 | defaultConfigurationName = Release; 696 | }; 697 | /* End XCConfigurationList section */ 698 | }; 699 | rootObject = 83CBB9F71A601CBA00E9B192 /* Project object */; 700 | } 701 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo.xcodeproj/xcshareddata/xcschemes/mlDemo.xcscheme: -------------------------------------------------------------------------------- 1 | 2 | 5 | 8 | 9 | 15 | 21 | 22 | 23 | 24 | 25 | 30 | 31 | 33 | 39 | 40 | 41 | 42 | 43 | 53 | 55 | 61 | 62 | 63 | 64 | 70 | 72 | 78 | 79 | 80 | 81 | 83 | 84 | 87 | 88 | 89 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo.xcworkspace/contents.xcworkspacedata: -------------------------------------------------------------------------------- 1 | 2 | 4 | 6 | 7 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | IDEDidComputeMac32BitWarning 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/AppDelegate.h: -------------------------------------------------------------------------------- 1 | #import 2 | #import 3 | 4 | @interface AppDelegate : UIResponder 5 | 6 | @property (nonatomic, strong) UIWindow *window; 7 | 8 | @end 9 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/AppDelegate.m: -------------------------------------------------------------------------------- 1 | #import "AppDelegate.h" 2 | 3 | #import 4 | #import 5 | #import 6 | 7 | #ifdef FB_SONARKIT_ENABLED 8 | #import 9 | #import 10 | #import 11 | #import 12 | #import 13 | #import 14 | 15 | static void InitializeFlipper(UIApplication *application) { 16 | FlipperClient *client = [FlipperClient sharedClient]; 17 | SKDescriptorMapper *layoutDescriptorMapper = [[SKDescriptorMapper alloc] initWithDefaults]; 18 | [client addPlugin:[[FlipperKitLayoutPlugin alloc] initWithRootNode:application withDescriptorMapper:layoutDescriptorMapper]]; 19 | [client addPlugin:[[FKUserDefaultsPlugin alloc] initWithSuiteName:nil]]; 20 | [client addPlugin:[FlipperKitReactPlugin new]]; 21 | [client addPlugin:[[FlipperKitNetworkPlugin alloc] initWithNetworkAdapter:[SKIOSNetworkAdapter new]]]; 22 | [client start]; 23 | } 24 | #endif 25 | 26 | @implementation AppDelegate 27 | 28 | - (BOOL)application:(UIApplication *)application didFinishLaunchingWithOptions:(NSDictionary *)launchOptions 29 | { 30 | #ifdef FB_SONARKIT_ENABLED 31 | InitializeFlipper(application); 32 | #endif 33 | 34 | RCTBridge *bridge = [[RCTBridge alloc] initWithDelegate:self launchOptions:launchOptions]; 35 | RCTRootView *rootView = [[RCTRootView alloc] initWithBridge:bridge 36 | moduleName:@"mlDemo" 37 | initialProperties:nil]; 38 | 39 | if (@available(iOS 13.0, *)) { 40 | rootView.backgroundColor = [UIColor systemBackgroundColor]; 41 | } else { 42 | rootView.backgroundColor = [UIColor whiteColor]; 43 | } 44 | 45 | self.window = [[UIWindow alloc] initWithFrame:[UIScreen mainScreen].bounds]; 46 | UIViewController *rootViewController = [UIViewController new]; 47 | rootViewController.view = rootView; 48 | self.window.rootViewController = rootViewController; 49 | [self.window makeKeyAndVisible]; 50 | return YES; 51 | } 52 | 53 | - (NSURL *)sourceURLForBridge:(RCTBridge *)bridge 54 | { 55 | #if DEBUG 56 | return [[RCTBundleURLProvider sharedSettings] jsBundleURLForBundleRoot:@"index" fallbackResource:nil]; 57 | #else 58 | return [[NSBundle mainBundle] URLForResource:@"main" withExtension:@"jsbundle"]; 59 | #endif 60 | } 61 | 62 | @end 63 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "idiom" : "iphone", 5 | "scale" : "2x", 6 | "size" : "20x20" 7 | }, 8 | { 9 | "idiom" : "iphone", 10 | "scale" : "3x", 11 | "size" : "20x20" 12 | }, 13 | { 14 | "idiom" : "iphone", 15 | "scale" : "2x", 16 | "size" : "29x29" 17 | }, 18 | { 19 | "idiom" : "iphone", 20 | "scale" : "3x", 21 | "size" : "29x29" 22 | }, 23 | { 24 | "idiom" : "iphone", 25 | "scale" : "2x", 26 | "size" : "40x40" 27 | }, 28 | { 29 | "idiom" : "iphone", 30 | "scale" : "3x", 31 | "size" : "40x40" 32 | }, 33 | { 34 | "idiom" : "iphone", 35 | "scale" : "2x", 36 | "size" : "60x60" 37 | }, 38 | { 39 | "idiom" : "iphone", 40 | "scale" : "3x", 41 | "size" : "60x60" 42 | }, 43 | { 44 | "idiom" : "ios-marketing", 45 | "scale" : "1x", 46 | "size" : "1024x1024" 47 | } 48 | ], 49 | "info" : { 50 | "author" : "xcode", 51 | "version" : 1 52 | } 53 | } 54 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "info" : { 3 | "author" : "xcode", 4 | "version" : 1 5 | } 6 | } 7 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/background.imageset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "filename" : "background.jpeg", 5 | "idiom" : "universal", 6 | "scale" : "1x" 7 | }, 8 | { 9 | "idiom" : "universal", 10 | "scale" : "2x" 11 | }, 12 | { 13 | "idiom" : "universal", 14 | "scale" : "3x" 15 | } 16 | ], 17 | "info" : { 18 | "author" : "xcode", 19 | "version" : 1 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/background.imageset/background.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/ios/mlDemo/Images.xcassets/background.imageset/background.jpeg -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/camera.imageset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "filename" : "camera.png", 5 | "idiom" : "universal", 6 | "scale" : "1x" 7 | }, 8 | { 9 | "idiom" : "universal", 10 | "scale" : "2x" 11 | }, 12 | { 13 | "idiom" : "universal", 14 | "scale" : "3x" 15 | } 16 | ], 17 | "info" : { 18 | "author" : "xcode", 19 | "version" : 1 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/camera.imageset/camera.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/ios/mlDemo/Images.xcassets/camera.imageset/camera.png -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/clean.imageset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "filename" : "clean.png", 5 | "idiom" : "universal", 6 | "scale" : "1x" 7 | }, 8 | { 9 | "idiom" : "universal", 10 | "scale" : "2x" 11 | }, 12 | { 13 | "idiom" : "universal", 14 | "scale" : "3x" 15 | } 16 | ], 17 | "info" : { 18 | "author" : "xcode", 19 | "version" : 1 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/clean.imageset/clean.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/ios/mlDemo/Images.xcassets/clean.imageset/clean.png -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/gallery.imageset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "filename" : "gallery.png", 5 | "idiom" : "universal", 6 | "scale" : "1x" 7 | }, 8 | { 9 | "idiom" : "universal", 10 | "scale" : "2x" 11 | }, 12 | { 13 | "idiom" : "universal", 14 | "scale" : "3x" 15 | } 16 | ], 17 | "info" : { 18 | "author" : "xcode", 19 | "version" : 1 20 | } 21 | } 22 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Images.xcassets/gallery.imageset/gallery.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/mobile-app/ios/mlDemo/Images.xcassets/gallery.imageset/gallery.png -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/Info.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | LSApplicationCategoryType 6 | 7 | CFBundleDevelopmentRegion 8 | en 9 | CFBundleDisplayName 10 | mlDemo 11 | CFBundleExecutable 12 | $(EXECUTABLE_NAME) 13 | CFBundleIdentifier 14 | $(PRODUCT_BUNDLE_IDENTIFIER) 15 | CFBundleInfoDictionaryVersion 16 | 6.0 17 | CFBundleName 18 | $(PRODUCT_NAME) 19 | CFBundlePackageType 20 | APPL 21 | CFBundleShortVersionString 22 | 1.0 23 | CFBundleSignature 24 | ???? 25 | CFBundleVersion 26 | 1 27 | LSRequiresIPhoneOS 28 | 29 | NSAppTransportSecurity 30 | 31 | NSExceptionDomains 32 | 33 | localhost 34 | 35 | NSExceptionAllowsInsecureHTTPLoads 36 | 37 | 38 | 39 | 40 | NSLocationWhenInUseUsageDescription 41 | 42 | NSCameraUsageDescription 43 | ${APP_NAME} Need camera access to take pictures for task attachments and comments. 44 | NSPhotoLibraryUsageDescription 45 | ${APP_NAME} Need photo library access to save captured pictures to library for attachment and comments. 46 | UIAppFonts 47 | 48 | Roboto-Bold.ttf 49 | 50 | UILaunchStoryboardName 51 | LaunchScreen 52 | UIRequiredDeviceCapabilities 53 | 54 | armv7 55 | 56 | UISupportedInterfaceOrientations 57 | 58 | UIInterfaceOrientationPortrait 59 | UIInterfaceOrientationLandscapeLeft 60 | UIInterfaceOrientationLandscapeRight 61 | 62 | UIViewControllerBasedStatusBarAppearance 63 | 64 | 65 | 66 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/LaunchScreen.storyboard: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 24 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemo/main.m: -------------------------------------------------------------------------------- 1 | #import 2 | 3 | #import "AppDelegate.h" 4 | 5 | int main(int argc, char * argv[]) { 6 | @autoreleasepool { 7 | return UIApplicationMain(argc, argv, nil, NSStringFromClass([AppDelegate class])); 8 | } 9 | } 10 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemoTests/Info.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | CFBundleDevelopmentRegion 6 | en 7 | CFBundleExecutable 8 | $(EXECUTABLE_NAME) 9 | CFBundleIdentifier 10 | $(PRODUCT_BUNDLE_IDENTIFIER) 11 | CFBundleInfoDictionaryVersion 12 | 6.0 13 | CFBundleName 14 | $(PRODUCT_NAME) 15 | CFBundlePackageType 16 | BNDL 17 | CFBundleShortVersionString 18 | 1.0 19 | CFBundleSignature 20 | ???? 21 | CFBundleVersion 22 | 1 23 | 24 | 25 | -------------------------------------------------------------------------------- /mobile-app/ios/mlDemoTests/mlDemoTests.m: -------------------------------------------------------------------------------- 1 | #import 2 | #import 3 | 4 | #import 5 | #import 6 | 7 | #define TIMEOUT_SECONDS 600 8 | #define TEXT_TO_LOOK_FOR @"Welcome to React" 9 | 10 | @interface mlDemoTests : XCTestCase 11 | 12 | @end 13 | 14 | @implementation mlDemoTests 15 | 16 | - (BOOL)findSubviewInView:(UIView *)view matching:(BOOL(^)(UIView *view))test 17 | { 18 | if (test(view)) { 19 | return YES; 20 | } 21 | for (UIView *subview in [view subviews]) { 22 | if ([self findSubviewInView:subview matching:test]) { 23 | return YES; 24 | } 25 | } 26 | return NO; 27 | } 28 | 29 | - (void)testRendersWelcomeScreen 30 | { 31 | UIViewController *vc = [[[RCTSharedApplication() delegate] window] rootViewController]; 32 | NSDate *date = [NSDate dateWithTimeIntervalSinceNow:TIMEOUT_SECONDS]; 33 | BOOL foundElement = NO; 34 | 35 | __block NSString *redboxError = nil; 36 | #ifdef DEBUG 37 | RCTSetLogFunction(^(RCTLogLevel level, RCTLogSource source, NSString *fileName, NSNumber *lineNumber, NSString *message) { 38 | if (level >= RCTLogLevelError) { 39 | redboxError = message; 40 | } 41 | }); 42 | #endif 43 | 44 | while ([date timeIntervalSinceNow] > 0 && !foundElement && !redboxError) { 45 | [[NSRunLoop mainRunLoop] runMode:NSDefaultRunLoopMode beforeDate:[NSDate dateWithTimeIntervalSinceNow:0.1]]; 46 | [[NSRunLoop mainRunLoop] runMode:NSRunLoopCommonModes beforeDate:[NSDate dateWithTimeIntervalSinceNow:0.1]]; 47 | 48 | foundElement = [self findSubviewInView:vc.view matching:^BOOL(UIView *view) { 49 | if ([view.accessibilityLabel isEqualToString:TEXT_TO_LOOK_FOR]) { 50 | return YES; 51 | } 52 | return NO; 53 | }]; 54 | } 55 | 56 | #ifdef DEBUG 57 | RCTSetLogFunction(RCTDefaultLogFunction); 58 | #endif 59 | 60 | XCTAssertNil(redboxError, @"RedBox error: %@", redboxError); 61 | XCTAssertTrue(foundElement, @"Couldn't find element with text '%@' in %d seconds", TEXT_TO_LOOK_FOR, TIMEOUT_SECONDS); 62 | } 63 | 64 | 65 | @end 66 | -------------------------------------------------------------------------------- /mobile-app/metro.config.js: -------------------------------------------------------------------------------- 1 | /** 2 | * Metro configuration for React Native 3 | * https://github.com/facebook/react-native 4 | * 5 | * @format 6 | */ 7 | 8 | module.exports = { 9 | transformer: { 10 | getTransformOptions: async () => ({ 11 | transform: { 12 | experimentalImportSupport: false, 13 | inlineRequires: true, 14 | }, 15 | }), 16 | }, 17 | }; 18 | -------------------------------------------------------------------------------- /mobile-app/package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "mlDemo", 3 | "version": "0.0.1", 4 | "private": true, 5 | "scripts": { 6 | "android": "react-native run-android", 7 | "ios": "react-native run-ios", 8 | "start": "react-native start", 9 | "bundle-ios": "npx react-native bundle --entry-file index.js --platform ios --dev false --bundle-output ios/main.jsbundle", 10 | "test": "jest", 11 | "lint": "eslint ." 12 | }, 13 | "dependencies": { 14 | "axios": "^0.21.1", 15 | "react": "17.0.1", 16 | "react-native": "0.64.2", 17 | "react-native-config": "^1.4.4", 18 | "react-native-image-picker": "^4.0.4", 19 | "react-native-permissions": "^3.0.5" 20 | }, 21 | "devDependencies": { 22 | "@babel/core": "^7.14.6", 23 | "@babel/runtime": "^7.14.6", 24 | "@react-native-community/eslint-config": "^3.0.0", 25 | "babel-jest": "^27.0.6", 26 | "eslint": "^7.30.0", 27 | "jest": "^27.0.6", 28 | "metro": "^0.66.1", 29 | "metro-core": "^0.66.1", 30 | "metro-react-native-babel-preset": "^0.66.0", 31 | "react-test-renderer": "17.0.1" 32 | }, 33 | "jest": { 34 | "preset": "react-native" 35 | } 36 | } -------------------------------------------------------------------------------- /models.config.example: -------------------------------------------------------------------------------- 1 | model_config_list { 2 | config { 3 | name: 'potatoes_model' 4 | base_path: '/workspace/local-files/projects/codebasics/plants-detection/potatoes_model' 5 | model_platform: 'tensorflow' 6 | model_version_policy: {all: {}} 7 | } 8 | } 9 | 10 | -------------------------------------------------------------------------------- /potatoes.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/potatoes.h5 -------------------------------------------------------------------------------- /saved_models/1/keras_metadata.pb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codebasics/potato-disease-classification/c1960a19cb6973f3b0778ae484f2b099b5d89df6/saved_models/1/keras_metadata.pb 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