Update app.py

app.py

@@ -1,13 +1,25 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
+
+__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
+
+from fastai.vision.all import *
 import gradio as gr
+import timm
+
+# Upload your model
+learn = load_learner('model.pkl')
+
+categories = learn.dls.vocab
 
-def greet(name, intensity):
-    return "Hello " * intensity + name + "!"
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
 
-demo = gr.Interface(
-    fn=greet,
-    inputs=["text", "slider"],
-    outputs=["text"],
-)
+image = gr.Image()
+label = gr.Label()
 
-demo.launch()
+# Upload your own images and link them
+examples = ['basset.jpg']
 
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch()