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Runtime error
Runtime error
:tada: initial commit
Browse files- .gitignore +2 -0
- README.md +2 -2
- app.py +33 -0
- requirements.txt +9 -0
.gitignore
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.idea/
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venv/
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README.md
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---
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title: SAM And ProPainter
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emoji:
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colorFrom: pink
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colorTo:
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sdk: gradio
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sdk_version: 4.0.2
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app_file: app.py
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---
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title: SAM And ProPainter
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emoji: π¨
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colorFrom: pink
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colorTo: purple
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sdk: gradio
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sdk_version: 4.0.2
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app_file: app.py
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app.py
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from typing import Dict
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import gradio as gr
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import torch
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from PIL import Image
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from transformers import SamModel, SamProcessor
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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MODEL = SamModel.from_pretrained("facebook/sam-vit-large").to(DEVICE)
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PROCESSOR = SamProcessor.from_pretrained("facebook/sam-vit-large")
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def inference(masked_image: Dict[str, Image.Image]) -> Image.Image:
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image = masked_image['image']
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mask = masked_image['mask'].resize((256, 256), Image.Resampling.LANCZOS)
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return image
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column():
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input_image = gr.Image(
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image_mode='RGB', type='pil', tool="sketch", interactive=True,
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brush_radius=20.0, brush_color="#FFFFFF", height=500)
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submit_button = gr.Button("Submit")
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output_image = gr.Image(image_mode='RGB', type='pil')
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submit_button.click(
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inference,
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inputs=[input_image],
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outputs=output_image)
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demo.launch(debug=False, show_error=True)
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requirements.txt
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--extra-index-url https://download.pytorch.org/whl/cu118
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torch
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torchvision
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numpy
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pillow
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gradio==3.50.2
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transformers
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supervision
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