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johnowhitaker
commited on
Commit
•
2e6d026
1
Parent(s):
bfe9ff5
Update app.py
Browse files
app.py
CHANGED
@@ -65,7 +65,7 @@ def to_frames(video_file):
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os.system('rm -r guide_frames;mkdir guide_frames')
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os.system(f"ffmpeg -i {video_file} guide_frames/%04d.jpg")
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def update(preset, enhance, video_file):
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# Load presets
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ca = RuleCA(hidden_n=32, rule_channels=3)
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@@ -91,6 +91,8 @@ def update(preset, enhance, video_file):
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size = (256, int(256*(vid_size[1]/vid_size[0])))
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else:
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size = (int(256*(vid_size[0]/vid_size[1])), 256)
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# Starting grid
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x = torch.zeros(1, 4, size[1], size[0]).to(ca.device)
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@@ -123,11 +125,13 @@ with demo:
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gr.Markdown("Choose a preset below, upload a video and then click **Run** to see the output. Read [this report](https://wandb.ai/johnowhitaker/nca/reports/Fun-with-Neural-Cellular-Automata--VmlldzoyMDQ5Mjg0) for background on this project, or check out my [AI art course](https://github.com/johnowhitaker/aiaiart) for an in-depth lesson on Neural Cellular Automata like this.")
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with gr.Row():
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preset = gr.Dropdown(['Glowing Crystals', 'Rainbow Diamonds', 'Dark Diamonds', 'Dragon Scales'], label='Preset')
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with gr.Row():
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inp = gr.Video(format='mp4', source='upload', label="Input video (ideally <30s)")
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out = gr.Video(label="Output")
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btn = gr.Button("Run")
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btn.click(fn=update, inputs=[preset, enhance, inp], outputs=out)
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demo.launch(enable_queue=True)
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os.system('rm -r guide_frames;mkdir guide_frames')
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os.system(f"ffmpeg -i {video_file} guide_frames/%04d.jpg")
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def update(preset, enhance, scale2x, video_file):
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# Load presets
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ca = RuleCA(hidden_n=32, rule_channels=3)
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size = (256, int(256*(vid_size[1]/vid_size[0])))
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else:
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size = (int(256*(vid_size[0]/vid_size[1])), 256)
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if scale2x:
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size = (size[0]*2, size[1]*2)
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# Starting grid
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x = torch.zeros(1, 4, size[1], size[0]).to(ca.device)
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gr.Markdown("Choose a preset below, upload a video and then click **Run** to see the output. Read [this report](https://wandb.ai/johnowhitaker/nca/reports/Fun-with-Neural-Cellular-Automata--VmlldzoyMDQ5Mjg0) for background on this project, or check out my [AI art course](https://github.com/johnowhitaker/aiaiart) for an in-depth lesson on Neural Cellular Automata like this.")
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with gr.Row():
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preset = gr.Dropdown(['Glowing Crystals', 'Rainbow Diamonds', 'Dark Diamonds', 'Dragon Scales'], label='Preset')
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with gr.Column():
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enhance = gr.Checkbox(label='Rescale inputs (more extreme results)')
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scale2x = gr.Checkbox(label='Larger output (slower)')
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with gr.Row():
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inp = gr.Video(format='mp4', source='upload', label="Input video (ideally <30s)")
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out = gr.Video(label="Output")
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btn = gr.Button("Run")
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btn.click(fn=update, inputs=[preset, enhance, scale2x, inp], outputs=out)
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demo.launch(enable_queue=True)
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