app added

app.py

@@ -1,7 +1,19 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learner = load_learner('model.pkl')
+
+im = PILImage.create('teddy_bear.jpg')
+print(learner.predict(im))
+
+categories = ['grizzly', 'black', 'teddy']
+def classify_img(img):
+    pred, idx, probs = learner.predict(img)
+    return dict(zip(categories,map(float,probs)))
+
+image = gr.inputs.Image(shape=512,512)
+label = gr.outputs.Label()
+examples = ['teddy_bear.jpg']
+intf = gr.Interface(fn=classify_img, inputs=image, outputs=label,examples=examples)
+iface.launch(inline=False)
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()