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Running
on
T4
Ahsen Khaliq
commited on
Commit
•
50b7dca
1
Parent(s):
46bd6e1
Update app.py
Browse files
app.py
CHANGED
@@ -2,7 +2,7 @@ from PIL import Image
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import torch
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import gradio as gr
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-
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"bryandlee/animegan2-pytorch:main",
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"generator",
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pretrained=True, # or give URL to a pretrained model
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@@ -10,13 +10,19 @@ model = torch.hub.load(
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progress=False, # show progress
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)
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face2paint = torch.hub.load(
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'bryandlee/animegan2-pytorch:main', 'face2paint',
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size=512, device="cuda"
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)
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def inference(img):
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return out
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@@ -25,4 +31,5 @@ description = "Gradio demo for AnimeGanv2 Face Portrait v2. To use it, simply up
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article = "<p style='text-align: center'><a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>Github Repo Pytorch</a> | <a href='https://github.com/Kazuhito00/AnimeGANv2-ONNX-Sample' target='_blank'>Github Repo ONNX</a></p><p style='text-align: center'>samples from repo: <img src='https://user-images.githubusercontent.com/26464535/129888683-98bb6283-7bb8-4d1a-a04a-e795f5858dcf.gif' alt='animation'/> <img src='https://user-images.githubusercontent.com/26464535/137619176-59620b59-4e20-4d98-9559-a424f86b7f24.jpg' alt='animation'/></p>"
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examples=[['groot.jpeg'],['bill.png'],['tony.png'],['elon.png'],['IU.png'],['billie.png'],['will.png'],['beyonce.jpeg'],['gongyoo.jpeg']]
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gr.Interface(inference, gr.inputs.Image(type="pil"),
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import torch
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import gradio as gr
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model2 = torch.hub.load(
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"bryandlee/animegan2-pytorch:main",
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"generator",
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pretrained=True, # or give URL to a pretrained model
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progress=False, # show progress
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)
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model1 = torch.hub.load("bryandlee/animegan2-pytorch:main", "generator", pretrained="face_paint_512_v1")
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face2paint = torch.hub.load(
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'bryandlee/animegan2-pytorch:main', 'face2paint',
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size=512, device="cuda"
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)
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def inference(img, ver):
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if ver == 'version 2':
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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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article = "<p style='text-align: center'><a href='https://github.com/bryandlee/animegan2-pytorch' target='_blank'>Github Repo Pytorch</a> | <a href='https://github.com/Kazuhito00/AnimeGANv2-ONNX-Sample' target='_blank'>Github Repo ONNX</a></p><p style='text-align: center'>samples from repo: <img src='https://user-images.githubusercontent.com/26464535/129888683-98bb6283-7bb8-4d1a-a04a-e795f5858dcf.gif' alt='animation'/> <img src='https://user-images.githubusercontent.com/26464535/137619176-59620b59-4e20-4d98-9559-a424f86b7f24.jpg' alt='animation'/></p>"
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examples=[['groot.jpeg'],['bill.png'],['tony.png'],['elon.png'],['IU.png'],['billie.png'],['will.png'],['beyonce.jpeg'],['gongyoo.jpeg']]
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gr.Interface(inference, [gr.inputs.Image(type="pil"),gr.inputs.Radio(['version 1','version 2'], type="value", default='version 2', label='version')
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], gr.outputs.Image(type="pil"),title=title,description=description,article=article,enable_queue=True,examples=examples).launch()
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