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lucasgbezerra
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b61d311
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Parent(s):
9eeae23
Create app.py
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app.py
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import gradio as gr
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from fastai.vision.all import *
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learn = load_learner('export.pkl')
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labels = 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 {labels[i]: float(probs[i]) for i in range(len(labels))}
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title = "Planets Classifier"
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examples = ['./imgs/mars.jpg', './imgs/earth.jpg', './imgs/sun.jpg', './imgs/pluto.jpg', './imgs/tesla.jpg']
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iface = gr.Interface(
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fn=classify_image,
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inputs=gr.inputs.Image(shape=(512, 512)),
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outputs=gr.outputs.Label(num_top_classes=3),
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title=title,
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examples=examples,
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)
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iface.launch(inline=False)
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