adding model to git for huggingface deployment
Browse files- app.py +17 -0
- model/model_files/bball_model.pkl +3 -0
- requirements.txt +3 -0
app.py
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import gradio as gr
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from fastai.vision.all import *
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def greet(name):
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return "Hello " + name + "!"
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learn = load_learner('model/model_files/bball_model.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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demo = gr.Interface(fn=predict, inputs="image", outputs="text")
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# demo = gr.Interface(fn=greet, inputs="text", outputs="text")
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demo.launch(share=True)
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model/model_files/bball_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:898393e4850f8fb1200c0c988bd3f337d42c7046fb7e3b20afa9359a734078ec
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size 46955409
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requirements.txt
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fastai
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gradio
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scikit-image
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