anirudh-sub commited on
Commit
1a862da
·
1 Parent(s): f194c4c

Added the model, examples, and requirements

Browse files
Files changed (7) hide show
  1. app.py +17 -0
  2. lotad.jpg +0 -0
  3. model_v4_98_percent_final.pkl +3 -0
  4. quagsire.jpg +0 -0
  5. requirements.txt +2 -0
  6. slowpoke.jpg +0 -0
  7. snorlax.jpg +0 -0
app.py ADDED
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+ from fastai.vision.all import *
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+ import gradio as gr
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+
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+ learn = load_learner('model_v4_98_percent_final.pkl')
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+
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+ categories = ('lotad', 'quagsire', 'slowpoke', 'snorlax')
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+
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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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+
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+ image = gr.inputs.Image(shape=(192, 192))
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+ label = gr.outputs.Label()
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+ examples = ['lotad.jpg', 'quagsire.jpg', 'slowpoke.jpg', 'snorlax.jpg']
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+
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch()
lotad.jpg ADDED
model_v4_98_percent_final.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:ae3dd67364a7a22cd182b3ca021e5c10eb82bdc5d2943b0c88c0986aa4799852
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+ size 87484773
quagsire.jpg ADDED
requirements.txt ADDED
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+ fastai
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+ gradio
slowpoke.jpg ADDED
snorlax.jpg ADDED