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feat: main

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  1. .gitattributes +38 -0
  2. README.md +13 -0
  3. app.py +23 -0
  4. requirements.txt +0 -0
.gitattributes ADDED
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+ cat.jpg filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ title: Panda Recognizer
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+ emoji: 🐢
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+ colorFrom: indigo
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+ colorTo: blue
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+ sdk: gradio
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+ sdk_version: 3.36.1
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+ app_file: app.py
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+ pinned: false
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+ license: mit
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ # __all__ = []
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+
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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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+ def is_cat(x): return x[0].isupper()
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+
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+ # Cell
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+ learn = load_learner('model.pkl')
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+
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+ categories = ('Dog', 'Cat')
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+
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+ def classify_image(img):
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+ pred,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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+
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+ examples = ['dog.jpg', 'cat.jpg', 'two-dog.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(inline=False)
requirements.txt ADDED
File without changes