Update

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+model.pkl filter=lfs diff=lfs merge=lfs -text

app.py

@@ -1,10 +1,23 @@
 import gradio as gr
+from fastai.vision.all import *;
 
+def is_cat(x): 
+	return x[0].isupper(); 
 
-def greet(name):
-	return "Hello " + name + "!!";
+learner = load_learner('model.pkl');
 
+categories = ('Dog', 'Cat');
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text");
+def classify_image(img):
+	pred, idx, probs = learner.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'];
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples);
+intf.launch(inline=False);
 
-demo.launch();