├── .gitignore
├── .gitattributes
├── res.png
├── static
    └── images
    │   └── result.png
├── __pycache__
    └── swap.cpython-312.pyc
├── inswapper_128.onnx
├── Pipfile
├── LICENSE
├── server.py
├── swap.py
├── templates
    └── index.html
├── README.md
└── Pipfile.lock


/.gitignore:
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1 | *.pem


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/.gitattributes:
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1 | *.onnx filter=lfs diff=lfs merge=lfs -text
2 | 


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3 | size 554253681
4 | 


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/Pipfile:
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 1 | [[source]]
 2 | url = "https://pypi.org/simple"
 3 | verify_ssl = true
 4 | name = "pypi"
 5 | 
 6 | [packages]
 7 | flask = "*"
 8 | matplotlib = "*"
 9 | opencv-python = "*"
10 | insightface = "*"
11 | onnxruntime-gpu = "*"
12 | 
13 | [dev-packages]
14 | 
15 | [requires]
16 | python_version = "3.10"
17 | 


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2024 Kyrylo Sorokovskyi
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


--------------------------------------------------------------------------------
/server.py:
--------------------------------------------------------------------------------
 1 | from flask import Flask, request, render_template
 2 | from swap import swapping_face
 3 | # Create a Flask app
 4 | app = Flask(__name__)
 5 | 
 6 | # Define a route for the index page
 7 | 
 8 | 
 9 | @app.route('/', methods=['GET', 'POST'])
10 | def index():
11 |     # Check if the request method is POST (when the form is submitted)
12 |     if request.method == 'POST':
13 |         # Get the uploaded images from the form
14 |         image1 = request.files['file1']
15 |         image2 = request.files['file2']
16 | 
17 |         # Define paths for storing the uploaded images and the result image
18 |         background = fr"static\images\background.jpg"
19 |         face = fr"static\images\face.jpg"
20 |         result = fr"static\images\result.png"
21 | 
22 |         # Save the uploaded images to the specified paths
23 |         image1.save(background)
24 |         image2.save(face)
25 | 
26 |         # Perform face swapping on the uploaded images
27 |         swapping_face(background, face)
28 | 
29 |         # After face swapping, return the result image path to be displayed on the index page
30 |         return render_template('index.html', result=result)
31 | 
32 |     # If the request method is GET (initial page load), render the index.html template
33 |     return render_template('index.html')
34 | 
35 | 
36 | # Run the Flask app if this script is executed directly
37 | if __name__ == '__main__':
38 |     app.run(host='localhost', port=5000, debug=True)
39 | 


--------------------------------------------------------------------------------
/swap.py:
--------------------------------------------------------------------------------
 1 | import matplotlib.pyplot as plt
 2 | import cv2
 3 | import os
 4 | import insightface
 5 | from insightface.app import FaceAnalysis
 6 | 
 7 | 
 8 | def swapping_face(back_orig, face_orig):
 9 |     # Set the backend for Matplotlib to 'agg' (Agg backend for non-interactive image generation)
10 |     plt.switch_backend('agg')
11 | 
12 |     # Read the original background image
13 |     img1 = cv2.imread(back_orig)
14 | 
15 |     # Prepare the FaceAnalysis model for face detection
16 |     app = FaceAnalysis(name='buffalo_l')
17 |     app.prepare(ctx_id=0, det_size=(640, 640))
18 | 
19 |     # Load the face swapping model
20 |     swapping = insightface.model_zoo.get_model(
21 |         'inswapper_128.onnx', download=False, download_zip=False)
22 | 
23 |     # Read the original face image
24 |     img2 = cv2.imread(face_orig)
25 | 
26 |     # Get the detected face embeddings for both images
27 |     face1 = app.get(img1)[0]
28 |     face2 = app.get(img2)[0]
29 | 
30 |     # Create a copy of the background image to perform the face swapping
31 |     img1_copy = img1.copy()
32 |     img1_copy = swapping.get(img1_copy, face1, face2, paste_back=True)
33 | 
34 |     # Display the swapped image using Matplotlib
35 |     plt.imshow(img1_copy[:, :, ::-1])
36 |     plt.axis('off')
37 |     plt.subplots_adjust(top=1, bottom=0, right=1, left=0, hspace=0, wspace=0)
38 |     plt.margins(0, 0)
39 | 
40 |     # Save the swapped image to a file
41 |     path = fr"static\images\result.png"
42 |     if os.path.isfile(path):
43 |         os.remove(path)
44 |     plt.savefig(path)  # bbox_inches='tight' as second parameter as an optnion
45 | 
46 |     # Remove the original background and face images from the file system
47 |     os.remove(back_orig)
48 |     os.remove(face_orig)
49 | 
50 |     # Close the Matplotlib figure
51 |     plt.close()
52 | 
53 |     # Return to the calling code (The swapped image has been saved to 'result.png')
54 |     return
55 | 


--------------------------------------------------------------------------------
/templates/index.html:
--------------------------------------------------------------------------------
  1 | <!DOCTYPE html>
  2 | <html lang="en">
  3 | 
  4 | <head>
  5 |     <meta charset="UTF-8">
  6 |     <meta http-equiv="X-UA-Compatible" content="IE=edge">
  7 |     <meta name="viewport" content="width=device-width, initial-scale=1.0">
  8 |     <title>File Upload Example</title>
  9 |     <style>
 10 |         body {
 11 |             font-family: Arial, sans-serif;
 12 |             background-color: #f9f9f9;
 13 |             margin: 0;
 14 |             padding: 0;
 15 |             display: flex;
 16 |             justify-content: center;
 17 |             align-items: center;
 18 |             height: 100vh;
 19 |         }
 20 | 
 21 |         .container {
 22 |             background: #ffffff;
 23 |             box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
 24 |             border-radius: 10px;
 25 |             width: 100%;
 26 |             max-width: 500px;
 27 |             padding: 20px;
 28 |             text-align: center;
 29 |         }
 30 | 
 31 |         h1 {
 32 |             font-size: 2em;
 33 |             color: #333;
 34 |             margin-bottom: 20px;
 35 |         }
 36 | 
 37 |         label {
 38 |             font-size: 1.1em;
 39 |             display: block;
 40 |             margin-bottom: 10px;
 41 |             color: #555;
 42 |         }
 43 | 
 44 |         input[type="file"] {
 45 |             margin-bottom: 20px;
 46 |             font-size: 1em;
 47 |             padding: 5px;
 48 |         }
 49 | 
 50 |         .button {
 51 |             background-color: #4CAF50;
 52 |             color: white;
 53 |             padding: 10px 20px;
 54 |             border: none;
 55 |             border-radius: 5px;
 56 |             font-size: 1em;
 57 |             cursor: pointer;
 58 |             transition: background-color 0.3s ease;
 59 |         }
 60 | 
 61 |         .button:hover {
 62 |             background-color: #45a049;
 63 |         }
 64 | 
 65 |         .result {
 66 |             margin-top: 30px;
 67 |         }
 68 | 
 69 |         .result h3 {
 70 |             font-size: 1.5em;
 71 |             color: #333;
 72 |             margin-bottom: 15px;
 73 |         }
 74 | 
 75 |         .result img {
 76 |             max-width: 100%;
 77 |             border: 1px solid #ddd;
 78 |             border-radius: 5px;
 79 |         }
 80 |     </style>
 81 | </head>
 82 | 
 83 | <body>
 84 |     <div class="container">
 85 |         <h1>Upload Your Files</h1>
 86 |         <form method="POST" action="/" enctype="multipart/form-data">
 87 |             <div>
 88 |                 <label for="file1">Target Image</label>
 89 |                 <input type="file" name="file1" id="file1" required>
 90 |             </div>
 91 |             <div>
 92 |                 <label for="file2">Face Image</label>
 93 |                 <input type="file" name="file2" id="file2" required>
 94 |             </div>
 95 |             <button class="button" type="submit">Submit</button>
 96 |         </form>
 97 |         {% if result %}
 98 |         <div class="result">
 99 |             <h3>Result</h3>
100 |             <img src="{{result}}" alt="Result Image">
101 |         </div>
102 |         {% endif %}
103 |     </div>
104 | </body>
105 | 
106 | </html>


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
 1 | # Face Swap Web Application
 2 | 
 3 | **Face Swap** is a web-based application built with **Flask** for swapping faces between two uploaded images. It leverages **InsightFace** for face detection and swapping, providing a simple and intuitive interface for users to upload images and view the results in real-time.
 4 | 
 5 | ## Features
 6 | - **Web Interface**: Upload two images directly via a browser.
 7 | - **Real-time Face Swapping**: Processes the images and swaps faces using InsightFace's `inswapper_128.onnx` model.
 8 | - **Output Display**: The swapped face image is displayed immediately on the webpage.
 9 | - **Automated Cleanup**: Input images are removed after processing.
10 | 
11 | ## Prerequisites
12 | 1. **Python 3.8+**
13 | 2. **Flask** for the web interface
14 | 3. **InsightFace** for face detection and swapping
15 | 4. **CUDA-compatible GPU** (optional but recommended for performance)
16 | 
17 | ### Install Dependencies
18 | Install the required Python libraries:
19 | ```bash
20 | pip install flask matplotlib opencv-python-headless insightface onnxruntime-gpu
21 | ```
22 | 
23 | ## Running the Application
24 | 
25 | ### 1. Clone the Repository
26 | ```bash
27 | git clone https://github.com/SumDeusVitae/FaceSwap_v01.git
28 | cd FaceSwap_v01
29 | ```
30 | 
31 | ### 2. Start the Server
32 | Run the Flask application:
33 | ```bash
34 | python server.py
35 | ```
36 | 
37 | The server will start on `http://localhost:5000`.
38 | 
39 | ### 3. Access the Web Interface
40 | Open your browser and navigate to [http://localhost:5000](http://localhost:5000). 
41 | 
42 | ### 4. Use the Application
43 | 1. Select **Target image** (where the face will be swapped) and a **face image** (the face to swap).
44 | 2. Submit the form.
45 | 3. View the result image displayed on the page.
46 | 
47 | ## Demo
48 | ![Swapped Face](res.png)
49 | 
50 | ## File Structure
51 | ```
52 | face_swap/
53 | │
54 | ├── static/
55 | │   └── images/
56 | │       ├── background.jpg   # Uploaded background image
57 | │       ├── face.jpg         # Uploaded face image
58 | │       └── result.png       # Output swapped face image
59 | ├── templates/
60 | │   └── index.html           # HTML template for the web interface
61 | ├── swap.py                  # Face swapping functionality
62 | ├── server.py                # Flask server script
63 | ├── requirements.txt         # Dependencies
64 | └── README.md                # Documentation
65 | ```
66 | 
67 | 
68 | ## Customization
69 | - **Change the Host/Port**:
70 |   Edit the following line in `server.py`:
71 |   ```python
72 |   app.run(host='localhost', port=5000, debug=True)
73 |   ```
74 | - **Modify HTML Template**:
75 |   The `index.html` template in the `templates` folder can be customized to improve the user interface.
76 | 
77 | ## Notes
78 | - Ensure that the `inswapper_128.onnx` model is accessible.
79 | - The application uses Flask's development server, which is not suitable for production. Use a production-ready server (e.g., Gunicorn) for deployment.
80 | 
81 | 
82 | ## Acknowledgments
83 | - **InsightFace**: [GitHub Repository](https://github.com/deepinsight/insightface)
84 | - **Flask**: [Documentation](https://flask.palletsprojects.com/)
85 | 
86 | ## License
87 | This project is licensed under the MIT License. See the `LICENSE` file for details.
88 | 


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1003 |             "version": "==3.2.0"
1004 |         },
1005 |         "tifffile": {
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1010 |             "markers": "python_version >= '3.8'",
1011 |             "version": "==2023.7.10"
1012 |         },
1013 |         "tqdm": {
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1019 |             "version": "==4.65.0"
1020 |         },
1021 |         "typing-extensions": {
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1025 |             ],
1026 |             "markers": "python_version >= '3.7'",
1027 |             "version": "==4.7.1"
1028 |         },
1029 |         "urllib3": {
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1033 |             ],
1034 |             "markers": "python_version >= '3.7'",
1035 |             "version": "==2.0.4"
1036 |         },
1037 |         "wcwidth": {
1038 |             "hashes": [
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1040 |                 "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"
1041 |             ],
1042 |             "version": "==0.2.6"
1043 |         },
1044 |         "werkzeug": {
1045 |             "hashes": [
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1047 |                 "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"
1048 |             ],
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1050 |             "version": "==2.3.6"
1051 |         }
1052 |     },
1053 |     "develop": {}
1054 | }
1055 | 


--------------------------------------------------------------------------------