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Update app.py (#8)
Browse files- Update app.py (9760de5dfe36958a8635b547ea94c77632ccca96)
- Update app.py (9552bee688ac9e74e474b637cc1584a4f4b2c1f9)
Co-authored-by: Linoy Tsaban <[email protected]>
app.py
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@@ -13,6 +13,9 @@ import imageio
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from controlnet_aux import CannyDetector
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from PIL import Image
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import cv2
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FPS = 24
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dtype = torch.bfloat16
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@@ -52,9 +55,25 @@ pipeline.load_lora_weights(
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pipeline.set_adapters([CONTROL_LORAS["canny"]["adapter_name"]], adapter_weights=[1.0])
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canny_processor = CannyDetector()
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@spaces.GPU()
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def read_video(video) -> torch.Tensor:
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"""
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@@ -136,7 +155,6 @@ def process_input_video(reference_video, width, height,
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# Process video for canny edges
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processed_video = process_video_for_canny(video, width, height)
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# Create a preview video file for display
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output_filename = "control.mp4"
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video_uint8_frames = [(frame * 255).astype(np.uint8) for frame in processed_video]
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with imageio.get_writer(output_filename, fps=FPS, quality=8, macro_block_size=1) as writer:
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@@ -287,7 +305,7 @@ def generate_video(
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return None, seed
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# Create Gradio interface
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with gr.Blocks(theme=gr.themes.Ocean(font=[gr.themes.GoogleFont("Lexend Deca"), "sans-serif"])) as demo:
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gr.Markdown(
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"""
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# Canny Control LTX Video Distilled
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@@ -298,9 +316,6 @@ with gr.Blocks(theme=gr.themes.Ocean(font=[gr.themes.GoogleFont("Lexend Deca"),
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"""
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)
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# State variables
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#current_lora_state = gr.State(value=None)
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with gr.Row():
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with gr.Column(scale=1):
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@@ -454,5 +469,8 @@ with gr.Blocks(theme=gr.themes.Ocean(font=[gr.themes.GoogleFont("Lexend Deca"),
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show_progress=True
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)
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if __name__ == "__main__":
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demo.launch()
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from controlnet_aux import CannyDetector
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from PIL import Image
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import cv2
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import shutil
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import glob
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from pathlib import Path
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FPS = 24
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dtype = torch.bfloat16
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)
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pipeline.set_adapters([CONTROL_LORAS["canny"]["adapter_name"]], adapter_weights=[1.0])
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canny_processor = CannyDetector()
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current_dir = Path(__file__).parent
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def cleanup_session_files(request: gr.Request):
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"""Clean up session-specific temporary files when user disconnects"""
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try:
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# Get the session ID from the request
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session_id = request.session_hash
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# Clean up the session directory
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session_dir = os.path.join("/tmp/gradio", session_id)
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if os.path.exists(session_dir):
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shutil.rmtree(session_dir)
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print(f"Cleaned up session directory: {session_dir}")
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except Exception as e:
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print(f"Error during session cleanup: {e}")
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@spaces.GPU()
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def read_video(video) -> torch.Tensor:
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"""
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# Process video for canny edges
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processed_video = process_video_for_canny(video, width, height)
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output_filename = "control.mp4"
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video_uint8_frames = [(frame * 255).astype(np.uint8) for frame in processed_video]
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with imageio.get_writer(output_filename, fps=FPS, quality=8, macro_block_size=1) as writer:
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return None, seed
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# Create Gradio interface
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with gr.Blocks(theme=gr.themes.Ocean(font=[gr.themes.GoogleFont("Lexend Deca"), "sans-serif"]), delete_cache=(60, 3600)) as demo:
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gr.Markdown(
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"""
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# Canny Control LTX Video Distilled
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"""
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)
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with gr.Row():
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with gr.Column(scale=1):
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show_progress=True
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)
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# Add the unload event handler for cleanup
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demo.unload(cleanup_session_files)
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if __name__ == "__main__":
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demo.launch()
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