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Update app.py
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app.py
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@@ -6,10 +6,10 @@ import gradio as gr
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path = untar_data(URLs.PETS)
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dls = ImageDataLoaders.from_name_re(path, get_image_files(path/'images'), pat='(.+)_\d+.jpg', item_tfms=Resize(460), batch_tfms=aug_transforms(size=224, min_scale=0.75))
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learn = vision_learner(dls, models.resnet50, metrics=accuracy)
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learn.fine_tune(1)
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learn.path = Path('.')
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learn.export()
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learn = load_learner('export.pkl')
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labels = learn.dls.vocab
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def predict(img):
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path = untar_data(URLs.PETS)
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dls = ImageDataLoaders.from_name_re(path, get_image_files(path/'images'), pat='(.+)_\d+.jpg', item_tfms=Resize(460), batch_tfms=aug_transforms(size=224, min_scale=0.75))
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# learn = vision_learner(dls, models.resnet50, metrics=accuracy)
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# learn.fine_tune(1)
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# learn.path = Path('.')
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# learn.export()
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learn = load_learner('export.pkl')
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labels = learn.dls.vocab
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def predict(img):
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