First Commit

app.py

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+import gradio as gr
+from fastai.vision.all import load_learner, PILImage
+import gradio as gr
+
+model = load_learner('model_res_94_7.pkl')
+
+def prediction(img):
+    img_to_pred = PILImage.create(img)
+    res,pos,prob = model.predict(img)
+    return {res: format(prob[pos],'.4f')}
+
+gr.Interface(fn=prediction,inputs="image",outputs="label").launch()

model_res_94_7.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:118f8ff2fec4400546f8e3154bc2df412f6ab8c39ce2e37f632f6261e6087a65
+size 87682047

requirements.txt

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+fastai