Update app.py

app.py

@@ -1,7 +1,30 @@
+__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'demo']
+
+# Cell
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+learn = load_learner('model.pkl')
+
+categories = ('Oslo', 'Warszawa')
+
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+
+
+def greet(name, intensity):
+    return "Hello " * intensity + name + "!"
+
+image = gr.Image()
+label = gr.Label()
+
+examples = ['oslo.jpeg', 'warszawa.jpg']
+
+
+demo = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples);
+
+demo.launch()