Update app.py
Browse files
app.py
CHANGED
@@ -23,17 +23,17 @@ 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://
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'
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torch.hub.download_url_to_file(
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'https://
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'
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torch.hub.download_url_to_file(
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'https://
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'
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torch.hub.download_url_to_file(
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'https://
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'
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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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@@ -75,9 +75,12 @@ def inference(img, version, scale):
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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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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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@@ -121,7 +124,7 @@ 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', 'RestoreFormer'], 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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@@ -133,7 +136,7 @@ demo = gr.Interface(
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article=article,
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# examples=[['AI-generate.jpg', 'v1.4', 2, 50], ['lincoln.jpg', 'v1.4', 2, 50], ['Blake_Lively.jpg', 'v1.4', 2, 50],
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# ['10045.png', 'v1.4', 2, 50]]).launch()
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examples=[['
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demo.queue(concurrency_count=4)
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demo.launch()
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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://static.toiimg.com/photo/msid-71531342/71531342.jpg',
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'a1.jpg')
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torch.hub.download_url_to_file(
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'https://www.deccanherald.com/sites/dh/files/styles/gallery_thumbnails/public/gallery_images/2021/09/17/PM%20Modi%20Rare%20Photos%20%284%29.jpg',
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'a2.jpg')
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torch.hub.download_url_to_file(
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'https://resize.indiatvnews.com/en/resize/newbucket/715_-/2018/01/dssd-1514798177.jpg',
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'a3.jpg')
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torch.hub.download_url_to_file(
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'https://resize.indiatvnews.com/en/resize/newbucket/715_-/2018/01/capture-1514798177.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 == '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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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', 'RestoreFormer','CodeFormer','RealESR-General-x4v3'], 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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article=article,
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# examples=[['AI-generate.jpg', 'v1.4', 2, 50], ['lincoln.jpg', 'v1.4', 2, 50], ['Blake_Lively.jpg', 'v1.4', 2, 50],
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# ['10045.png', 'v1.4', 2, 50]]).launch()
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examples=[['a1.jpg', 'v1.4', 2], ['a2.jpg', 'v1.4', 2], ['a3.jpg', 'v1.4', 2],['a4.jpg', 'v1.4', 2]])
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demo.queue(concurrency_count=4)
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demo.launch()
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