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c2a5f72
1
Parent(s):
d999db0
New UI
Browse files- app.py +30 -4
- requirements.txt +3 -0
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 diffusers import ShapEPipeline
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from diffusers.utils import export_to_gif
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# Load the ShapE model
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ckpt_id = "openai/shap-e"
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pipe = ShapEPipeline.from_pretrained(ckpt_id).to("cuda")
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def generate_shap_e_gif(prompt):
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guidance_scale = 15.0
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images = pipe(
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prompt,
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guidance_scale=guidance_scale,
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num_inference_steps=64,
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size=256,
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).images
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gif_path = export_to_gif(images, f"{prompt}_3d.gif")
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return gif_path
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# Create the Gradio interface
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iface = gr.Interface(
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fn=generate_shap_e_gif,
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inputs=gr.inputs.Textbox(lines=2, placeholder="Enter a prompt"),
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outputs="file",
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title="ShapE 3D GIF Generator",
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description="Enter a prompt to generate a 3D GIF using the ShapE model."
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)
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# Run the app
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if __name__ == "__main__":
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iface.launch()
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requirements.txt
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diffusers==0.29.0.dev0
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gradio==4.36.0
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torch==2.3.1
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