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app.py
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import os
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import gradio as gr
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import torch
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from transformers import pipeline
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import cv2
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# Load Hugging Face face swap model using the DeepFaceLab model by senhan007
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face_swap_model = pipeline("image-to-image", model="senhan007/DeepFaceLab")
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def swap_faces(image, video):
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image_path = "uploaded_image.jpg"
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video_path = "uploaded_video.mp4"
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output_path = "swapped_video.mp4"
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# Save uploaded files
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image.save(image_path)
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video.save(video_path)
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# Open the video file
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video_cap = cv2.VideoCapture(video_path)
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frame_rate = video_cap.get(cv2.CAP_PROP_FPS)
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width = int(video_cap.get(cv2.CAP_PROP_FRAME_WIDTH))
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height = int(video_cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
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fourcc = cv2.VideoWriter_fourcc(*'mp4v')
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output_video = cv2.VideoWriter(output_path, fourcc, frame_rate, (width, height))
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while True:
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ret, frame = video_cap.read()
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if not ret:
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break
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# Apply the face swap (replace with model logic)
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# For now, this is just a placeholder; you'll need to integrate the model inference here.
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swapped_frame = frame
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output_video.write(swapped_frame)
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video_cap.release()
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output_video.release()
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return output_path
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# Create the Gradio interface
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iface = gr.Interface(
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fn=swap_faces,
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inputs=[
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gr.Image(type="pil", label="Upload Reference Image"),
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gr.Video(type="file", label="Upload Video"),
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],
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outputs=gr.Video(label="Face Swapped Video"),
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title="Video Face Swap",
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description="Upload a reference image and a video to swap faces."
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)
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iface.launch()
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