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Update app.py
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app.py
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@@ -4,6 +4,7 @@ from torch.utils.data import Dataset, DataLoader
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import torchvision
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from PIL import Image
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import gradio as gr
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# Configure device
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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@@ -14,7 +15,11 @@ transform = torchvision.transforms.Compose([
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torchvision.transforms.Normalize(mean=[0.5, 0.5, 0.5], std=[0.225, 0.225, 0.225])
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])
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model = model.to(device)
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classes = ["chmury", 'inne', "dym"]
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import torchvision
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from PIL import Image
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import gradio as gr
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from huggingface_hub import hf_hub_download
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# Configure device
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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torchvision.transforms.Normalize(mean=[0.5, 0.5, 0.5], std=[0.225, 0.225, 0.225])
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])
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REPO_ID = "Raaniel/model-smoke"
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MODEL_FILE_NAME = "model_smoke.pt"
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checkpoint_path = hf_hub_download(repo_id=REPO_ID, filename=MODEL_FILE_NAME)
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model = torch.jit.load(checkpoint_path)
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model = model.to(device)
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classes = ["chmury", 'inne', "dym"]
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