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Update app.py
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app.py
CHANGED
@@ -1,9 +1,13 @@
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import gradio as gr
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from fastai.vision.all import *
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#
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learn = load_learner('export.pkl')
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def predict(img):
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img = PILImage.create(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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import gradio as gr
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from fastai.vision.all import *
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from PIL import Image
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#
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#learn = load_learner('export.pkl')
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learn = torch.load('digit_classifier.pth')
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labels = [str(x) for x in range(10)]
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def predict(img):
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#First take input and reduce it to 8x8 px as the dataset was
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img = PILImage.create(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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