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Runtime error
ilinieja
commited on
Commit
•
28f88b7
1
Parent(s):
d302a73
let's deploy to huggingface spaces
Browse files
alex.png
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app.py
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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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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 = "IKEA Classifier"
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description = "IKEA Classifier"
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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 = ['alex.png']
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interpretation='default'
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enable_queue=True
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gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:22f82ef99374818a28b61164e35931c82eb4d43d6fecfa19d3f8c88f9b12072a
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size 46965566
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requirements.txt
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fastai
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scikit-image
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