mahderf commited on
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36cc484
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1 Parent(s): 8956a37

Delete app.py

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  1. app.py +0 -19
app.py DELETED
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- import gradio as gr
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- from fastai.vision.all import *
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- import skimage
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-
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- learn = load_learner('calligraphy.pkl')
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-
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- labels = learn.dls.vocab
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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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-
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- title = "Pet Breed Classifier"
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- description = "A calligraphy type classifer was trained with fastai. Please note that this classifier is currnetly limited to Naskh and Nastaligh."
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- examples = ['Nastaligh_example.jpg']
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- interpretation='default'
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- enable_queue=True
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-
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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,article=article,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch()