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Update app.py
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app.py
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@@ -5,7 +5,6 @@ import numpy as np
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import os
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UPLOAD_FOLDER = 'uploads'
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ALLOWED_EXTENSIONS = {'png', 'jpg', 'jpeg', 'gif', 'mp4', 'avi'}
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detector = dlib.get_frontal_face_detector()
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@@ -31,18 +30,23 @@ def swap_faces(img, face1, face2):
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return img
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def process_file(
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if
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return "Please upload
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return "Need at least two faces to swap."
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result_filename = os.path.join(UPLOAD_FOLDER, 'result_image.jpg')
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cv2.imwrite(result_filename, swapped_img)
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@@ -53,10 +57,13 @@ if not os.path.exists(UPLOAD_FOLDER):
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iface = gr.Interface(
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fn=process_file,
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inputs=
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outputs=gr.Image(type="numpy", label="Swapped Faces"),
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title="Face Swap",
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description="Upload
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)
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if __name__ == "__main__":
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import os
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UPLOAD_FOLDER = 'uploads'
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detector = dlib.get_frontal_face_detector()
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return img
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def process_file(target_image, source_image):
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if target_image is None or source_image is None:
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return "Please upload both a target image and a source image."
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target_filename = os.path.join(UPLOAD_FOLDER, 'target_image.jpg')
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source_filename = os.path.join(UPLOAD_FOLDER, 'source_image.jpg')
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cv2.imwrite(target_filename, target_image)
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cv2.imwrite(source_filename, source_image)
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faces_target, img_target = detect_faces(target_filename)
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faces_source, img_source = detect_faces(source_filename)
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if len(faces_target) < 1 or len(faces_source) < 1:
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return "Both images must have at least one face."
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swapped_img = swap_faces(img_target, faces_target[0], faces_source[0])
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result_filename = os.path.join(UPLOAD_FOLDER, 'result_image.jpg')
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cv2.imwrite(result_filename, swapped_img)
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iface = gr.Interface(
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fn=process_file,
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inputs=[
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gr.Image(type="numpy", label="Upload Target Image"), # Target image where the face will be swapped
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gr.Image(type="numpy", label="Upload Source Face") # Source image to extract the face from
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],
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outputs=gr.Image(type="numpy", label="Swapped Faces"),
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title="Face Swap",
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description="Upload a target image and a source face image, and this tool will swap the face from the source onto the target."
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)
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if __name__ == "__main__":
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