Update app.py

app.py

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