update model, app.py

app.py

@@ -1,7 +1,22 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+def is_cat(x): return x[0].is_upper()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+categories = ('Dog', 'Cat')
+
+def classify_image(image):
+    pred, idx, probs = learn.predict(image)
+    return dict(zip(categories, map(float, probs)))
+
+learn = load_learner('model.pkl')
+
+
+def predict(image: str):
+    im = PILImage.create(image)
+    return classify_image(im)
+
+image = gr.Image(height=192, type='filepath')
+label = gr.Label()
+iface = gr.Interface(fn=predict, inputs=image, outputs=label)
 iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24a787ea73df7a4f7e0df712f3a541391312d6ddfddf3c09f51b39c532bb780c
+size 47064766