changed app dot py and also added model dot pkl file

app.py

@@ -1,4 +1,26 @@
-import gradio as gr
+#!/usr/bin/env python
+# coding: utf-8
+
+from fastai.vision.all import *
+import gradio as gr 
+
+def is_cat(x): return x[0].isupper()
+
+learn=load_learner('model (1).pkl')
+
+categories =('Dog', 'Cat')
+
+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 = ['/kaggle/input/dogjpg/dog.jpg', '/kaggle/input/catjpg/cat.jpg', '/kaggle/input/dogcatjpg/dogcat.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch(inline=False)
+
 
 def greet(name):
     return "Hello " + name + "!!"

model (1).pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:705a57af021740c5a4306ebfad41346145a8911aa31e4d0476f366ccd8e71dc9
+size 47061355