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3f9d83e
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Parent(s): 3e9b879
Update app.py
Browse files
app.py
CHANGED
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@@ -1,17 +1,17 @@
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import gradio as gr
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from fastai.vision.all import *
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import skimage
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learn = load_learner('export.pkl')
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def is_cat(x): return x[0].isupper()
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labels = learn.dls.vocab
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def predict(img):
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img = PILImage.create(img)
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pred,pred_idx,probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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title = "Pet
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description = "A pet
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article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
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examples = ['sherpa.webp']
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interpretation='default'
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import gradio as gr
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from fastai.vision.all import *
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import skimage
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def is_cat(x): return x[0].isupper()
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learn = load_learner('export.pkl')
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labels = learn.dls.vocab
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labels = learn.dls.vocab
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def predict(img):
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img = PILImage.create(img)
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pred,pred_idx,probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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title = "Pet Classifier"
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description = "A pet classifier trained on the Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces."
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article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
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examples = ['sherpa.webp']
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interpretation='default'
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