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Update app.py
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app.py
CHANGED
@@ -6,8 +6,9 @@ import cv2
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# Load Hugging Face Gender Classifier model (ProjectPersonal/GenderClassifier)
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gender_classifier = pipeline("image-classification", model="ProjectPersonal/GenderClassifier")
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# Load
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def detect_gender(image_path):
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# Use the gender classifier to detect gender from the image
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@@ -41,8 +42,9 @@ def swap_faces(image, video, selected_gender):
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if not ret:
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break
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# Apply the face swap model (
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output_video.write(swapped_frame)
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@@ -68,4 +70,3 @@ iface = gr.Interface(
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)
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iface.launch()
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# Load Hugging Face Gender Classifier model (ProjectPersonal/GenderClassifier)
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gender_classifier = pipeline("image-classification", model="ProjectPersonal/GenderClassifier")
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# Load a face-swapping model (First Order Motion Model for face swap)
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# Make sure this model is suitable for face-swapping tasks
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face_swap_model = pipeline("image-to-image", model="first-order-motion-model/first-order-motion-model")
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def detect_gender(image_path):
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# Use the gender classifier to detect gender from the image
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if not ret:
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break
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# Apply the face swap model (this will apply the model's logic)
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# Ensure you replace this with the actual face-swapping function
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swapped_frame = face_swap_model(frame, reference_image=image_path) # Example, replace with correct function
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output_video.write(swapped_frame)
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)
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iface.launch()
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