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Parent(s):
0794e86
Update app.py
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app.py
CHANGED
@@ -16,24 +16,24 @@ if not os.path.exists('GFPGANv1.2.pth'):
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if not os.path.exists('GFPGANv1.3.pth'):
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os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth -P .")
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if not os.path.exists('GFPGANv1.4.pth'):
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if not os.path.exists('RestoreFormer.pth'):
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if not os.path.exists('CodeFormer.pth'):
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torch.hub.download_url_to_file(
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torch.hub.download_url_to_file(
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torch.hub.download_url_to_file(
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torch.hub.download_url_to_file(
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# background enhancer with RealESRGAN
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model = SRVGGNetCompact(num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=32, upscale=4, act_type='prelu')
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@@ -72,15 +72,15 @@ def inference(img, version, scale):
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elif version == 'v1.4':
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face_enhancer = GFPGANer(
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model_path='GFPGANv1.4.pth', upscale=2, arch='clean', channel_multiplier=2, bg_upsampler=upsampler)
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elif version == 'RestoreFormer':
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elif version == 'CodeFormer':
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elif version == 'RealESR-General-x4v3':
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try:
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# _, _, output = face_enhancer.enhance(img, has_aligned=False, only_center_face=False, paste_back=True, weight=weight)
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@@ -113,16 +113,13 @@ title = "JSPhoto Restauration"
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description = r"""Restaure suas fotos desfocadas e de péssima qualidade.<br>
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"""
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article = r"""
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[![GitHub Stars](https://img.shields.io/github/stars/TencentARC/GFPGAN?style=social)](https://github.com/TencentARC/GFPGAN)
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[![arXiv](https://img.shields.io/badge/arXiv-Paper-<COLOR>.svg)](https://arxiv.org/abs/2101.04061)
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<center><img src='https://visitor-badge.glitch.me/badge?page_id=dj_face_restoration_GFPGAN' alt='visitor badge'></center>
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"""
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demo = gr.Interface(
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inference, [
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gr.inputs.Image(type="filepath", label="Input"),
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# gr.inputs.Radio(['v1.2', 'v1.3', 'v1.4', 'RestoreFormer', 'CodeFormer'], type="value", default='v1.4', label='version'),
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gr.inputs.Radio(['v1.2', 'v1.3', 'v1.4'
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gr.inputs.Number(label="Rescaling factor", default=2),
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# gr.Slider(0, 100, label='Weight, only for CodeFormer. 0 for better quality, 100 for better identity', default=50)
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], [
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if not os.path.exists('GFPGANv1.3.pth'):
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os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth -P .")
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if not os.path.exists('GFPGANv1.4.pth'):
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# os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.4.pth -P .")
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# if not os.path.exists('RestoreFormer.pth'):
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# os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/RestoreFormer.pth -P .")
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# if not os.path.exists('CodeFormer.pth'):
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# os.system("wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.4/CodeFormer.pth -P .")
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# torch.hub.download_url_to_file(
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# 'https://thumbs.dreamstime.com/b/tower-bridge-traditional-red-bus-black-white-colors-view-to-tower-bridge-london-black-white-colors-108478942.jpg',
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# 'a1.jpg')
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# torch.hub.download_url_to_file(
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# 'https://media.istockphoto.com/id/523514029/photo/london-skyline-b-w.jpg?s=612x612&w=0&k=20&c=kJS1BAtfqYeUDaORupj0sBPc1hpzJhBUUqEFfRnHzZ0=',
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# 'a2.jpg')
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# torch.hub.download_url_to_file(
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# 'https://i.guim.co.uk/img/media/06f614065ed82ca0e917b149a32493c791619854/0_0_3648_2789/master/3648.jpg?width=700&quality=85&auto=format&fit=max&s=05764b507c18a38590090d987c8b6202',
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# 'a3.jpg')
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# torch.hub.download_url_to_file(
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# 'https://i.pinimg.com/736x/46/96/9e/46969eb94aec2437323464804d27706d--victorian-london-victorian-era.jpg',
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# 'a4.jpg')
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# background enhancer with RealESRGAN
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model = SRVGGNetCompact(num_in_ch=3, num_out_ch=3, num_feat=64, num_conv=32, upscale=4, act_type='prelu')
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elif version == 'v1.4':
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face_enhancer = GFPGANer(
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model_path='GFPGANv1.4.pth', upscale=2, arch='clean', channel_multiplier=2, bg_upsampler=upsampler)
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# elif version == 'RestoreFormer':
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# face_enhancer = GFPGANer(
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# model_path='RestoreFormer.pth', upscale=2, arch='RestoreFormer', channel_multiplier=2, bg_upsampler=upsampler)
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# elif version == 'CodeFormer':
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# face_enhancer = GFPGANer(
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# model_path='CodeFormer.pth', upscale=2, arch='CodeFormer', channel_multiplier=2, bg_upsampler=upsampler)
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# elif version == 'RealESR-General-x4v3':
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# face_enhancer = GFPGANer(
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# model_path='realesr-general-x4v3.pth', upscale=2, arch='realesr-general', channel_multiplier=2, bg_upsampler=upsampler)
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try:
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# _, _, output = face_enhancer.enhance(img, has_aligned=False, only_center_face=False, paste_back=True, weight=weight)
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description = r"""Restaure suas fotos desfocadas e de péssima qualidade.<br>
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"""
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article = r"""
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"""
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demo = gr.Interface(
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inference, [
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gr.inputs.Image(type="filepath", label="Input"),
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# gr.inputs.Radio(['v1.2', 'v1.3', 'v1.4', 'RestoreFormer', 'CodeFormer'], type="value", default='v1.4', label='version'),
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gr.inputs.Radio(['v1.2', 'v1.3', 'v1.4'], type="value", default='v1.4', label='version'),
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gr.inputs.Number(label="Rescaling factor", default=2),
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# gr.Slider(0, 100, label='Weight, only for CodeFormer. 0 for better quality, 100 for better identity', default=50)
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], [
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