Spaces:
Running
Running
Deepro Bardhan
commited on
Commit
·
40709e4
1
Parent(s):
2c5b827
added swap video in all faces function
Browse files- .gitignore +1 -0
- SinglePhoto.py +11 -0
- app.py +120 -1
.gitignore
CHANGED
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@@ -1,6 +1,7 @@
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venv310/
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SinglePhoto/
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VideoSwapping/
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MultiSrcSingleDst/
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MultiSrcMultiDst/
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SingleSrcMultiDst/
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venv310/
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SinglePhoto/
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VideoSwapping/
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+
VideoSwappingAllFaces/
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MultiSrcSingleDst/
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MultiSrcMultiDst/
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SingleSrcMultiDst/
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SinglePhoto.py
CHANGED
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@@ -35,6 +35,17 @@ class FaceSwapper:
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result = self.swapper.get(target_img, target_face, source_face, paste_back=True)
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return result
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def main():
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# Paths relative to root
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source_path = os.path.join("SinglePhoto", "data_src.jpg")
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result = self.swapper.get(target_img, target_face, source_face, paste_back=True)
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return result
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def count_faces(self, img_path):
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"""
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Counts the number of faces in the given image file.
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"""
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img = cv2.imread(img_path)
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# Use your face detector here. For example, with OpenCV's Haar cascade:
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face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + "haarcascade_frontalface_default.xml")
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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faces = face_cascade.detectMultiScale(gray, 1.1, 4)
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return len(faces)
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def main():
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# Paths relative to root
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source_path = os.path.join("SinglePhoto", "data_src.jpg")
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app.py
CHANGED
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@@ -319,6 +319,111 @@ def swap_single_src_multi_dst(src_img, dst_imgs, dst_indices, progress=gr.Progre
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progress(1, desc="Done")
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return results, log
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with gr.Blocks() as demo:
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gr.Markdown(wellcomingMessage)
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with gr.Tab("Single Photo Swapping"):
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@@ -349,6 +454,19 @@ with gr.Blocks() as demo:
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gr.Textbox(label="Log Output", lines=8, interactive=False)
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],
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)
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with gr.Tab("SingleSrc MultiDst"):
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gr.Interface(
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fn=swap_single_src_multi_dst,
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@@ -388,6 +506,7 @@ with gr.Blocks() as demo:
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gr.Textbox(label="Log Output", lines=8, interactive=False)
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],
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)
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if __name__ == "__main__":
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demo.launch(share=
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progress(1, desc="Done")
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return results, log
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def swap_video_all_faces(src_img, video, num_faces_to_swap, progress=gr.Progress()):
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"""
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Swaps the single source image to all faces in each frame of the destination video.
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For each frame, swaps one by one, always using the latest swapped image for the next face.
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"""
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log = ""
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src_path = "VideoSwappingAllFaces/data_src.jpg"
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dst_video_path = "VideoSwappingAllFaces/data_dst.mp4"
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frames_dir = "VideoSwappingAllFaces/video_frames"
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swapped_dir = "VideoSwappingAllFaces/swapped_frames"
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output_video_path = "VideoSwappingAllFaces/output_tmp_output_video.mp4"
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final_output_path = "VideoSwappingAllFaces/output_with_audio.mp4"
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os.makedirs(os.path.dirname(src_path), exist_ok=True)
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os.makedirs(os.path.dirname(dst_video_path), exist_ok=True)
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os.makedirs(frames_dir, exist_ok=True)
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os.makedirs(swapped_dir, exist_ok=True)
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src_img_bgr = cv2.cvtColor(src_img, cv2.COLOR_RGB2BGR)
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cv2.imwrite(src_path, src_img_bgr)
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log += f"Saved source image to {src_path}\n"
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progress(0.05, desc="Saved source image")
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if isinstance(video, str) and os.path.exists(video):
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shutil.copy(video, dst_video_path)
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log += f"Copied video to {dst_video_path}\n"
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else:
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dst_video_path = video
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from VideoSwapping import extract_frames, frames_to_video
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frame_paths = extract_frames(dst_video_path, frames_dir)
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log += f"Extracted {len(frame_paths)} frames to {frames_dir}\n"
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progress(0.15, desc="Extracted frames")
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swapped_files = set(os.listdir(swapped_dir))
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temp_dir = os.path.join(swapped_dir, "temp_swap")
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os.makedirs(temp_dir, exist_ok=True)
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start_time = time.time()
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total_frames = len(frame_paths)
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for idx, frame_path in enumerate(frame_paths):
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swapped_name = f"swapped_{idx:05d}.jpg"
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out_path = os.path.join(swapped_dir, swapped_name)
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temp_frame_path = os.path.join(temp_dir, "temp.jpg")
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if swapped_name in swapped_files and os.path.exists(out_path):
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log += f"Frame {idx}: already swapped, skipping.\n"
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elapsed = time.time() - start_time
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avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0
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remaining = avg_time * (total_frames - (idx + 1))
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mins, secs = divmod(int(remaining), 60)
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progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left")
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continue
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try:
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shutil.copy(frame_path, temp_frame_path)
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for face_idx in range(1, int(num_faces_to_swap) + 1):
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try:
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swapped_img = swapper.swap_faces(src_path, 1, temp_frame_path, face_idx)
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cv2.imwrite(temp_frame_path, swapped_img)
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except Exception as e:
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log += f"Failed to swap face {face_idx} in frame {idx}: {e}\n"
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shutil.copy(temp_frame_path, out_path)
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log += f"Swapped all faces in frame {idx} and saved to {out_path}\n"
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if os.path.exists(temp_frame_path):
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os.remove(temp_frame_path)
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except Exception as e:
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cv2.imwrite(out_path, cv2.imread(frame_path))
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log += f"Failed to swap frame {idx}: {e}\n"
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elapsed = time.time() - start_time
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avg_time = elapsed / (idx + 1) if idx + 1 > 0 else 0
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remaining = avg_time * (total_frames - (idx + 1))
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mins, secs = divmod(int(remaining), 60)
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progress(0.15 + 0.6 * (idx + 1) / total_frames, desc=f"Swapping {idx+1}/{total_frames} | {mins:02d}:{secs:02d} left")
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if os.path.exists(temp_dir):
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shutil.rmtree(temp_dir)
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cap = cv2.VideoCapture(dst_video_path)
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fps = cap.get(cv2.CAP_PROP_FPS)
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cap.release()
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frames_to_video(swapped_dir, output_video_path, fps)
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log += f"Combined swapped frames into video {output_video_path}\n"
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progress(0.8, desc="Muxing audio")
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ok, audio_log = add_audio_to_video(dst_video_path, output_video_path, final_output_path)
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if ok:
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log += f"Added audio to {final_output_path}\n"
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else:
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log += f"Audio muxing failed: {audio_log}\n"
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final_output_path = output_video_path
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try:
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if os.path.exists(src_path):
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os.remove(src_path)
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if os.path.exists(dst_video_path):
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os.remove(dst_video_path)
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if os.path.exists(frames_dir):
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shutil.rmtree(frames_dir)
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if os.path.exists(swapped_dir):
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shutil.rmtree(swapped_dir)
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log += "Cleaned up temp files and folders.\n"
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except Exception as cleanup_error:
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log += f"Cleanup error: {cleanup_error}\n"
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progress(1, desc="Done")
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return final_output_path, log
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with gr.Blocks() as demo:
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gr.Markdown(wellcomingMessage)
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with gr.Tab("Single Photo Swapping"):
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gr.Textbox(label="Log Output", lines=8, interactive=False)
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],
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)
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with gr.Tab("Video All Faces"):
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gr.Interface(
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fn=swap_video_all_faces,
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inputs=[
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gr.Image(label="Source Image"),
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gr.Video(label="Target Video"),
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gr.Number(value=1, label="Number of Faces to Swap"),
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],
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outputs=[
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gr.Video(label="Swapped Video"),
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gr.Textbox(label="Log Output", lines=8, interactive=False)
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],
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)
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with gr.Tab("SingleSrc MultiDst"):
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gr.Interface(
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fn=swap_single_src_multi_dst,
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gr.Textbox(label="Log Output", lines=8, interactive=False)
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],
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)
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if __name__ == "__main__":
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demo.launch(share=False)
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