├── .github └── workflows │ └── main.yml ├── Dockerfile ├── PreProcess.py ├── README.md ├── app.py ├── assets ├── accuracy_model.png ├── flaskkapp.png ├── result_dl.txt └── result_ml.csv ├── data └── Snappfood.csv ├── final_models ├── lstm_model.h5 └── tokenizer.json ├── models ├── parameter │ ├── NearestCentroid.py │ ├── __pycache__ │ │ ├── NearestCentroid.cpython-311.pyc │ │ ├── decision_tree.cpython-311.pyc │ │ ├── knn.cpython-311.pyc │ │ ├── logstic_regression.cpython-311.pyc │ │ ├── mlp.cpython-311.pyc │ │ ├── models.cpython-311.pyc │ │ ├── naive_bayes.cpython-311.pyc │ │ ├── perceptron.cpython-311.pyc │ │ ├── random_forest.cpython-311.pyc │ │ └── svm.cpython-311.pyc │ ├── decision_tree.py │ ├── knn.py │ ├── logstic_regression.py │ ├── models.py │ ├── naive_bayes.py │ ├── perceptron.py │ ├── random_forest.py │ └── svm.py ├── parameter_finder.py ├── train_MLmodels.py └── train_dl_model.py ├── pipeline_predict.py ├── requirements.txt ├── run_models.py ├── static └── style.css └── templates └── index.html /.github/workflows/main.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/.github/workflows/main.yml -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/Dockerfile -------------------------------------------------------------------------------- /PreProcess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/PreProcess.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/README.md -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/app.py -------------------------------------------------------------------------------- /assets/accuracy_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/assets/accuracy_model.png -------------------------------------------------------------------------------- /assets/flaskkapp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/assets/flaskkapp.png -------------------------------------------------------------------------------- /assets/result_dl.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/assets/result_dl.txt -------------------------------------------------------------------------------- /assets/result_ml.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/assets/result_ml.csv -------------------------------------------------------------------------------- /data/Snappfood.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/data/Snappfood.csv -------------------------------------------------------------------------------- /final_models/lstm_model.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/final_models/lstm_model.h5 -------------------------------------------------------------------------------- /final_models/tokenizer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/final_models/tokenizer.json -------------------------------------------------------------------------------- /models/parameter/NearestCentroid.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/NearestCentroid.py -------------------------------------------------------------------------------- /models/parameter/__pycache__/NearestCentroid.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/NearestCentroid.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/decision_tree.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/decision_tree.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/knn.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/knn.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/logstic_regression.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/logstic_regression.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/mlp.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/mlp.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/models.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/models.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/naive_bayes.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/naive_bayes.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/perceptron.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/perceptron.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/random_forest.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/random_forest.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/__pycache__/svm.cpython-311.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/__pycache__/svm.cpython-311.pyc -------------------------------------------------------------------------------- /models/parameter/decision_tree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/decision_tree.py -------------------------------------------------------------------------------- /models/parameter/knn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/knn.py -------------------------------------------------------------------------------- /models/parameter/logstic_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/logstic_regression.py -------------------------------------------------------------------------------- /models/parameter/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/models.py -------------------------------------------------------------------------------- /models/parameter/naive_bayes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/naive_bayes.py -------------------------------------------------------------------------------- /models/parameter/perceptron.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/perceptron.py -------------------------------------------------------------------------------- /models/parameter/random_forest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/random_forest.py -------------------------------------------------------------------------------- /models/parameter/svm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter/svm.py -------------------------------------------------------------------------------- /models/parameter_finder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/parameter_finder.py -------------------------------------------------------------------------------- /models/train_MLmodels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/train_MLmodels.py -------------------------------------------------------------------------------- /models/train_dl_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/models/train_dl_model.py -------------------------------------------------------------------------------- /pipeline_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/pipeline_predict.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/requirements.txt -------------------------------------------------------------------------------- /run_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/run_models.py -------------------------------------------------------------------------------- /static/style.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/static/style.css -------------------------------------------------------------------------------- /templates/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/minisnappfood/SnappFood/HEAD/templates/index.html --------------------------------------------------------------------------------