App changes

app.py

@@ -1,7 +1,16 @@
+from fastai.vision.all import * 
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learner = load_learner('model.pkl')
+categories = ('Credit Card', 'Other Card')
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+def classify_image(img):
+    pred, idx, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+image = gr.Image(shape=(192, 192))
+label = gr.Label()
+examples = ['credit_card.png', 'visiting_card.jpg']
+
+demo = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+demo.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f525fa00334a574e83f4d44e57008fec72689f50fcc63b67c98cbf5c8c99a20
+size 46956102