Upload app.py

app.py

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+# Make sure we've got the latest version of fastai:
+from fastai.vision.all import *
+import gradio as gr
+import pathlib
+
+
+def new_path(cls, *args, **kwargs):
+       
+        cls = pathlib.WindowsPath
+        self = cls._from_parts(args)
+        if not self._flavour.is_supported:
+            raise NotImplementedError("cannot instantiate %r on your system"
+                                      % (cls.__name__,))
+        return self
+Path.__new__=new_path
+
+
+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 = gr.Image(shape=(192,192))
+label = gr.Label()
+examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+
+