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bf10465
1
Parent(s):
83ae382
update .gitattributes so git lfs will track .pkl files
Browse files
app.py
CHANGED
@@ -6,17 +6,22 @@ from PIL import Image
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learn = load_learner('model.pkl')
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labels = learn.dls.vocab
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def predict(img):
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img = Image.open(img)
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pred,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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examples = ['shark.jpg', 'bird.jpg']
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interpretation='default'
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enable_queue=True
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gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
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learn = load_learner('model.pkl')
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labels = learn.dls.vocab
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def greet(name): return f"Hello {name}!"
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gr.Interface(fn=greet, inputs="text", outputs="text").launch()
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# def predict(img):
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# img = Image.open(img)
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# pred,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 = "Shark vs Bird Classifier"
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# description = "A Shark vs Bird classifier trained using Duck Duck Go search engine with fastai. Created as a demo for Gradio and HuggingFace Spaces."
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# examples = ['shark.jpg', 'bird.jpg']
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# interpretation='default'
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# enable_queue=True
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# gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()
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