totheend commited on
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1 Parent(s): 29aa80a

Delete app.py

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  1. app.py +0 -22
app.py DELETED
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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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-
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- learn = load_learner('model.pkl')
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-
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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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-
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- title = "Pet Breed Classifier"
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- description = "A pet breed classifier trained on the Oxford 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 = ['siamese.jpg']
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- interpretation='default'
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- enable_queue=True
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-
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- gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),
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- title=title,description=description,article=article,
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- examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()