Spaces:
Sleeping
Sleeping
init
Browse files- .gitattributes +2 -0
- README.md +3 -3
- app.ipynb +0 -0
- app.py +27 -0
- basset.jpg +3 -0
- model.pkl +3 -0
- requirements.txt +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zstandard filter=lfs diff=lfs merge=lfs -text
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*.jpg filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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title:
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emoji:
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colorFrom: pink
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colorTo:
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sdk: gradio
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sdk_version: 2.9.4
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app_file: app.py
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---
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title: Testing
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emoji: 🦀
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colorFrom: pink
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colorTo: blue
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sdk: gradio
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sdk_version: 2.9.4
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app_file: app.py
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app.ipynb
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app.py
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# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
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__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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# Cell
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from fastai.vision.all import *
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import gradio as gr
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import timm
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# Cell
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learn = load_learner('model.pkl')
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# Cell
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categories = learn.dls.vocab
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def classify_image(img):
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pred,idx,probs = learn.predict(img)
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return dict(zip(categories, map(float,probs)))
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# Cell
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['basset.jpg']
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# Cell
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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intf.launch()
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basset.jpg
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Git LFS Details
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e80ba1eb22a56fe24fe9ec809c75e588b780df5cd98989d229511acc2089038
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size 348728037
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requirements.txt
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fastai
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timm
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