Upload app.py

app.py

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+#!/usr/bin/env python
+# coding: utf-8
+
+# In[5]:
+
+
+from fastai.vision.all import *
+import gradio as gr
+
+def is_cat(x): return x[0].isupper() 
+
+
+# In[6]:
+
+
+learn = load_learner('petsmodel.pkl')
+
+
+# In[10]:
+
+
+cat = ('Dog', 'Cat')
+
+
+# In[11]:
+
+
+def classify_image(img):
+    res, idx, prob = learn.predict(img)
+    return dict(zip(cat, map(float, prob)))
+
+
+# In[14]:
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+photos = ['dog.jpg', 'cat.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=photos)
+intf.launch(inline=False)
+