changes to app, 1 lizard photo

app.py

@@ -1,7 +1,29 @@
-import gradio as gr
+""" import gradio as gr
 
 def greet(name):
     return "Hello " + name + "!!"
 
 iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+iface.launch()
+ """
+
+
+
+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner("model.pkl")
+
+categories = ("Lizard", "Rocks")
+
+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 = ["lizard.jpg", "lizard_2.jpg", "rocks.jpg"]
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+