Adding files

app.py

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+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper()
+
+learn = load_learner('model.pkl')
+
+categories = ('Dog','Cat')
+
+def classify_image(img):
+    pred, idx, probs = learn_predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = image.gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['dog.jpg','cat.jpg','puppcat.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image,outputs=label,examples=examples)
+intf.launch(inline=False)

model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4ceabff57c519052f3cb7d06c7a2b4c503f78af0e29e3be47138f98fede49684
+size 47061419

requirements.txt

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+fastai