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requirements.txt

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gradio
transformers
Pillow
torchvision
scikit-image

Files changed (1) hide show
  1. app.py +23 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+ from PIL import Image
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+
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+ def remove_background(image):
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+ pipe = pipeline('image-segmentation', model='briaai/RMBG-1.4', trust_remote_code=True)
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+
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+ pillow_mask = pipe(image, return_mask=True)
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+ pillow_image = pipe(image)
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+
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+ return pillow_image
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+
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+
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+ app = gr.Interface(
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+ fn=remove_background,
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+ inputs=gr.components.Image(type='pil'),
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+ outputs=gr.components.Image(type='pil', format='png'),
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+ title='Remoção de background de imagens',
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+ description='Envie uma imagem e veja o background removido automaticamente. A imagem resultante será no formato PNG.'
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+ )
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+
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+ if __name__ == "__main__":
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+ app.launch(share=True)