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fd77c15
inintial commit
Browse files- .ipynb_checkpoints/app-checkpoint.ipynb +6 -0
- app.ipynb +0 -0
- app.py +20 -0
- model.pkl +3 -0
.ipynb_checkpoints/app-checkpoint.ipynb
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{
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"cells": [],
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"metadata": {},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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app.ipynb
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app.py
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from fastai.vision.all import *
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import gradio as gr
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import torch as t
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t.cuda.is_available()
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def is_cat(x): return x[0].isupper()
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l=load_learner('model.pkl')
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cat=('cat','dog')
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def classify(img):
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s,i,p=l.predict(img)
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return dict(zip(cat,map(float,p)))
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image=gr.inputs.Image(shape=(192,192))
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label=gr.outputs.Label()
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inf=gr.Interface(fn=classify,inputs=image,outputs=label)
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inf.launch(inline=False)
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:aac37d59ff48c175a1b0a8a28216010abdae521a091323a7edd08fb65d705694
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size 47065323
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