debisoft commited on
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559395b
1 Parent(s): a3596e7

1st commit.

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  1. app.py +37 -0
  2. requirements.txt +5 -0
app.py ADDED
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+ import gradio as gr
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+
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+ from huggan.pytorch.pix2pix.modeling_pix2pix import GeneratorUNet
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+ from PIL import Image
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+ from torchvision.utils import save_image
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+ from torchvision.transforms import Compose, Resize, ToTensor, Normalize, ToPILImage
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+ from diffusers.utils import load_image, make_image_grid
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+
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+ transform = Compose(
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+ [
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+ Resize((256, 256), Image.BICUBIC),
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+ ToTensor(),
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+ Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5)),
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+ ]
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+ )
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+
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+ transform2 = Compose(
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+ [
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+ #Resize((256, 256), Image.BICUBIC),
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+ ToPILImage(),
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+ #Normalize((0.5, 0.5, 0.5), (0.5, 0.5, 0.5)),
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+ ]
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+ )
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+
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+ generator = GeneratorUNet.from_pretrained("debisoft/gimp-pred-gan")
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+
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+ def greet(input):
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+ coord_zxy = input
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+ image = load_image("https://c.basemaps.cartocdn.com/rastertiles/voyager_labels_under" + coord_zxy + ".png")
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+ pixel_values = transform(image).unsqueeze(0)
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+ output = generator(pixel_values)
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+
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+ return transform2(output[0])
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+
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+ iface = gr.Interface(fn=greet, inputs=[gr.Textbox(label="coord_zxy", value="/18/73237/95677")], outputs=[gr.Image(type="pil", width=256, label="Output Image")])
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+ iface.queue(api_open=True);
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+ iface.launch()
requirements.txt ADDED
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+ ipython
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+ torch
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+ torchvision
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+ diffusers
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+ git+https://github.com/huggingface/community-events.git