Anthony-Ml commited on
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Delete app.py

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  1. app.py +0 -20
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('predictcovidfastaifinal18102023.pkl')
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-
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- categories = learn.dls.vocab
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-
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- def predict_image(get_image):
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- pred, idx, probs = learn.predict(get_image)
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- return dict(zip(categories, map(float, probs)))
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-
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- title = "Detect COVID_19 Infection Xray Chest Images"
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- description = "A covid19 infection classifier trained on the anasmohammedtahir/covidqu dataset with fastai. Created demo using Gradio and HuggingFace Spaces."
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- examples = ['/content/dataset/val/normal/Normal (10001).png']
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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_image, inputs=gr.Image(shape=(224,224)),
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- outputs = gr.Label(num_top_classes=3),title=title,description=description,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch(share=False)