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3ee3823
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1 Parent(s): c9d8326

Update app.py

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  1. app.py +47 -53
app.py CHANGED
@@ -1,54 +1,48 @@
1
- import gradio as gr
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- import insightface
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- from insightface.app import FaceAnalysis
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-
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- assert insightface.__version__ >= '0.7'
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-
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- def prepare_app():
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- app = FaceAnalysis(name='buffalo_l')
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- app.prepare(ctx_id=0, det_size=(640, 640))
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- swapper = insightface.model_zoo.get_model('inswapper_128.onnx', download=True, download_zip=True)
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- return app, swapper
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-
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- def sort_faces(faces):
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- return sorted(faces, key=lambda x: x.bbox[0])
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-
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- def get_face(faces, face_id):
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- try:
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- if len(faces) < face_id or face_id < 1:
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- raise gr.Error(f"The image includes only {len(faces)} faces, however, you asked for face {face_id}")
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- return faces[face_id-1]
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- except Exception as e:
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- raise gr.Error(f"An error occurred: {str(e)}")
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-
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- app, swapper = prepare_app()
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-
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- def swap_faces(sourceImage, sourceFaceIndex, destinationImage, destinationFaceIndex):
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- """Swaps faces between the source and destination images based on the specified face indices."""
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- faces = sort_faces(app.get(sourceImage))
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- source_face = get_face(faces, sourceFaceIndex)
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-
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- res_faces = sort_faces(app.get(destinationImage))
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- res_face = get_face(res_faces, destinationFaceIndex)
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-
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- result = swapper.get(destinationImage, res_face, source_face, paste_back=True)
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- return result
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-
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- gr.Interface(
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- swap_faces,
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- [
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- gr.Image(label="Source Image (the image with the face that you want to use)"),
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- gr.Number(precision=0, value=1, label='Source Face Position', info='In case there are multiple faces on the image specify which should be used from the left, starting at 1'),
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- gr.Image(label="Destination Image (the image with the face that you want to replace)"),
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- gr.Number(precision=0, value=1, label='Destination Face Position', info='In case there are multiple faces on the image specify which should be replaced from the left, starting at 1')
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- ],
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- gr.Image(),
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- examples=[
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- ['./examples/rihanna.jpg', 1, './examples/margaret_thatcher.jpg', 3],
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- ['./examples/game_of_thrones.jpg', 5, './examples/game_of_thrones.jpg', 4],
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- ],
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- theme=gr.themes.Base(),
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- title="Face Swapper App 🔄",
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- description="🌀 This app allows you to swap faces between images. <br>➡️ Upload a source image and a destination image, and specify the positions of the faces you'd like to swap! <br>⚡️ Try it out quickly by using the examples below. <br>💡 At [Dentro](https://dentroai.com), we help you to discover, develop and implement AI within your organisation! <br>📖 The original authors of the face swap model can be found [here](https://github.com/deepinsight/insightface/blob/master/examples/in_swapper/README.md).<br>❤️ Feel free to like or duplicate this space!",
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- # thumbnail='./examples/rihatcher.jpg'
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  ).launch()
 
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+ import gradio as gr
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+ import insightface
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+ from insightface.app import FaceAnalysis
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+
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+ assert insightface.__version__ >= '0.7'
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+
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+ def prepare_app():
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+ app = FaceAnalysis(name='buffalo_l')
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+ app.prepare(ctx_id=0, det_size=(640, 640))
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+ swapper = insightface.model_zoo.get_model('inswapper_128.onnx', download=True, download_zip=True)
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+ return app, swapper
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+
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+ def sort_faces(faces):
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+ return sorted(faces, key=lambda x: x.bbox[0])
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+
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+ def get_face(faces, face_id):
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+ try:
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+ if len(faces) < face_id or face_id < 1:
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+ raise gr.Error(f"The image includes only {len(faces)} faces, however, you asked for face {face_id}")
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+ return faces[face_id-1]
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+ except Exception as e:
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+ raise gr.Error(f"An error occurred: {str(e)}")
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+
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+ app, swapper = prepare_app()
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+
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+ def swap_faces(sourceImage, sourceFaceIndex, destinationImage, destinationFaceIndex):
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+ """Swaps faces between the source and destination images based on the specified face indices."""
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+ faces = sort_faces(app.get(sourceImage))
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+ source_face = get_face(faces, sourceFaceIndex)
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+
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+ res_faces = sort_faces(app.get(destinationImage))
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+ res_face = get_face(res_faces, destinationFaceIndex)
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+
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+ result = swapper.get(destinationImage, res_face, source_face, paste_back=True)
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+ return result
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+
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+ gr.Interface(
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+ swap_faces,
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+ [
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+ gr.Image(label="Source Image (the image with the face that you want to use)"),
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+ gr.Number(precision=0, value=1, label='Source Face Position', info='In case there are multiple faces on the image specify which should be used from the left, starting at 1'),
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+ gr.Image(label="Destination Image (the image with the face that you want to replace)"),
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+ gr.Number(precision=0, value=1, label='Destination Face Position', info='In case there are multiple faces on the image specify which should be replaced from the left, starting at 1')
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+ ],
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+ gr.Image(),
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+ theme=gr.themes.Base(),
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+ title="Face Swapper App 🔄",
 
 
 
 
 
 
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  ).launch()