change from hello to classify dogs-cats

app.py

@@ -1,7 +1,22 @@
+#export
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].isupper()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+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)))
+
+
+examples = ['dog.jpeg']
+intf = gr.Interface(
+            fn=classify_image,
+            inputs=gr.Image(shape=(192, 192)),
+            outputs=gr.Label(),
+            example=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00bd3f6115c340c3a9968200f4448fb48dd69c0df7a549559dae7ed5aba1d6a0
+size 47063403