Cat dog

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
+from fastai.vision.all import *
 
-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('export.pkl')
+
+categories = ['cat', 'dog']
+
+def predict_image(img):
+    pred, pred_idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()	
+examples = ["cat.jpg", "dog.jpg"]
+gr.Interface(fn=predict_image, inputs=image, outputs=label, capture_session=True).launch()