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Running
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CPU Upgrade
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4802bf7
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Parent(s):
0d10948
Update app.py
Browse files
app.py
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import gradio as gr
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import gradio as gr
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import torch
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from gradio_depth_pred import create_demo as create_depth_pred_demo
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from gradio_im_to_3d import create_demo as create_im_to_3d_demo
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from gradio_pano_to_3d import create_demo as create_pano_to_3d_demo
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css = """
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#img-display-container {
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max-height: 50vh;
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}
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#img-display-input {
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max-height: 40vh;
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}
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#img-display-output {
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max-height: 40vh;
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}
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"""
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DEVICE = 'cuda' if torch.cuda.is_available() else 'cpu'
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model = torch.hub.load('isl-org/ZoeDepth', "ZoeD_N", pretrained=True).to(DEVICE).eval()
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title = "# ZoeDepth"
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description = """Official demo for **ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth**.
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ZoeDepth is a deep learning model for metric depth estimation from a single image.
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Please refer to our [paper](https://arxiv.org/abs/2302.12288) or [github](https://github.com/isl-org/ZoeDepth) for more details."""
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with gr.Blocks(css=css) as demo:
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gr.Markdown(title)
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gr.Markdown(description)
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with gr.Tab("Depth Prediction"):
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create_depth_pred_demo(model)
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with gr.Tab("Image to 3D"):
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create_im_to_3d_demo(model)
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with gr.Tab("360 Panorama to 3D"):
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create_pano_to_3d_demo(model)
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gr.HTML('''<br><br><br><center>You can duplicate this Space to skip the queue:<a href="https://huggingface.co/spaces/shariqfarooq/ZoeDepth?duplicate=true"><img src="https://bit.ly/3gLdBN6" alt="Duplicate Space"></a><br>
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<p><img src="https://visitor-badge.glitch.me/badge?page_id=shariqfarooq.zoedepth_demo_hf" alt="visitors"></p></center>''')
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if __name__ == '__main__':
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demo.queue().launch()
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