Add application file

app.py

@@ -1,7 +1,36 @@
+#!/usr/bin/env python
+# coding: utf-8
+
+# In[ ]:
+
+
+learn = learner.load("/kaggle/working/export.pkl")
+
+def classify_image(img):
+    pred,idx,probs =  learn.predict(img)
+    return dict(zip(categories,map(float,probs)))
+
 import gradio as gr
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch(inline=False)
+
+
+# In[3]:
+
+
+
+
+
+# In[4]:
+
+
+
+
+
+# In[ ]:
+
+
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()