fix

app.py

@@ -1,28 +1,25 @@
-
-__all__ = ['is_cat','learn','classify_image','categories','image','label','examples','intf']
+__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
 
 # Cell
 from fastai.vision.all import *
 import gradio as gr
-
-
-def is_cat(x): return x[0].isupper()
+import timm
 
 # Cell
 learn = load_learner('model.pkl')
 
-
 # Cell
-categories = ('Dog', 'Cat')
+categories = learn.dls.vocab
 
 def classify_image(img):
-    pred, idx, probs = learn.predict(img)
-    return dict(zip(categories, map(float, probs)))
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
 
 # Cell
 image = gr.inputs.Image(shape=(192, 192))
 label = gr.outputs.Label()
-examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
+examples = ['dog.jpg','cat.jpg']
 
+# Cell
 intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
-intf.launch(inline=False)
+intf.launch()