Add app file

app.py

@@ -1,7 +1,18 @@
+import fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+learn = load_learner('model.pkl')
+
+categories = ('wet','tawny','horned')
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(224,224))
+label = gr.outputs.label()
+examples = ['harpy.jpg','horned.jpg']
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
 iface.launch()