Commit
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9154500
1
Parent(s):
722b7ff
Update app.py
Browse files
app.py
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from PIL import Image
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import torch
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import gradio as gr
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device="cpu",
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progress=False
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)
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model1 = torch.hub.load("AK391/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v1", device="cpu")
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face2paint = torch.hub.load(
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'AK391/animegan2-pytorch:main', 'face2paint',
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size=1024, device="cpu",side_by_side=False
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)
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def inference(img, ver):
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if ver == '
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out = face2paint(model2, img)
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else:
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out = face2paint(model1, img)
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return out
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title = "AnimeGANv2"
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description = "Gradio Demo for AnimeGanv2 Face Portrait. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below. Please use a cropped portrait picture for best results similar to the examples below."
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article = "
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from PIL import Image
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import torch
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import gradio as gr
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# Загрузка моделей с разными вариантами настроек
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model1 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="celeba_distill")
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model2 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v1")
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model3 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v2")
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model4 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="paprika")
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face2paint = torch.hub.load('bryandlee/animegan2-pytorch:main', 'face2paint',
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size=1024, device="cpu", side_by_side=False)
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def inference(img, ver):
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if ver == 'Celebrity Distill':
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out = face2paint(model1, img)
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elif ver == 'Face Paint v1':
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out = face2paint(model2, img)
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elif ver == 'Face Paint v2':
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out = face2paint(model3, img)
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elif ver == 'Paprika':
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out = face2paint(model4, img)
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return out
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title = "AnimeGANv2"
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description = "Gradio Demo for AnimeGanv2 Face Portrait. To use it, simply upload your image, or click one of the examples to load them. Read more at the links below. Please use a cropped portrait picture for best results similar to the examples below."
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article = "
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"
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# Создание интерфейса Gradio с четырьмя вариантами настроек
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gr.Interface(inference,
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[gr.inputs.Image(type="pil"),
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gr.inputs.Radio(['Celebrity Distill', 'Face Paint v1', 'Face Paint v2', 'Paprika'],
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type="value",
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default='Celebrity Distill',
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label='version')],
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gr.outputs.Image(type="pil"),
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title=title,
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description=description,
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article=article,
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allow_flagging=False,
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allow_screenshot=False).launch()
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