Erwann Millon commited on
Commit ·
81f589b
1
Parent(s): 518b6f2
reser
Browse files- .gitmodules +0 -3
- app.py +0 -53
- attn.py +0 -1
- aws +0 -1
- color +0 -1
- requirements.txt +0 -1
.gitmodules
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[submodule "cicdiff"]
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path = color
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url = https://github.com/ErwannMillon/Color-diffusion.git
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app.py
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import gradio as gr
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from transformers import pipeline
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from PLModel import PLColorDiff
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from dataset import ColorizationDataset
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from utils import lab_to_rgb, split_lab
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import torch
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import default_configs
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from icecream import ic
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from unet import SimpleUnet
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def get_image(image):
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print(image)
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dataset = ColorizationDataset([image], split="val", config=conf, size=128)
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lab_img = dataset.get_tensor_from_path(image)
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batch = lab_img.unsqueeze(0)
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# x_l, _ = split_lab(batch)
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# bw = torch.cat((x_l, *[torch.zeros_like(x_l)] * 2), dim=1)
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model.eval()
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img = model.sample_plot_image(batch)
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rgb_img = lab_to_rgb(*split_lab(img))
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# model.test_step(batch)
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return(rgb_img[0])
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conf = SimpleUnetConfig = dict (
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# device = get_device(),
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device = "mps",
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pin_memory = torch.cuda.is_available(),
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T=300,
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lr=5e-4,
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batch_size=64,
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img_size = 128,
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sample=False,
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log=False,
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should_log=False,
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sample_fn = None,
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val_every=20,
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epochs=100,
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using_cond=False
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)
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ckpt_path = "checkpoints/epoch=1-step=706.ckpt"
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ckpt = torch.load(ckpt_path, map_location=torch.device("mps"))
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unet = SimpleUnet()
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model = PLColorDiff(unet, None, None)
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ic.disable()
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model.load_state_dict(ckpt["state_dict"])
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demo = gr.Interface(
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get_image,
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inputs=gr.inputs.Image(label="Upload a black and white face", type="filepath"),
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outputs="image",
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title="Upload a black and white face and get a colorized image!",
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)
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demo.launch()
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attn.py
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color/attn.py
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aws
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color/aws
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color
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Subproject commit fd4b3285315dd8e0e612ffca7d7ecd02f6569f2d
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requirements.txt
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color/requirements.txt
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