add dog vs. cat model

app.py

@@ -1,9 +1,25 @@
 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")
+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)))
+
+
+image = gr.inputs.Image(shape(192, 192))
+label = gr.outputs.Label()
+examples = ["dog.jpg", "cat.jpg", "dunno.jpg"]
+
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label)
 iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0037f65dd934fff1526d12649248ef46155a79d63fdcdc82598508e7edbdc24f
+size 47059947