Add application file

Cat_November_2010-1a.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://upload.wikimedia.org/wikipedia/commons/thumb/4/4d/Cat_November_2010-1a.jpg/1200px-Cat_November_2010-1a.jpg

app.py

@@ -1,7 +1,18 @@
 import gradio as gr
+from fastai.vision.all import *
+
+def is_cat(x): return x[0].isupper()
+learn =load_learner ('model.pkl')
+categories =['dog','Cat']
+def classify_image(img):
+  pred,idx,probs = learn.predict(img)
+  return dict(zip(categories,map(float,probs)))
 
 def greet(name):
     return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+image=gr.inputs.Image(shape=(192,192))
+label =gr.outputs.Label()
+examples = ['dog.jpg','Cat_November_2010-1a.jpg']
+intf =gr.Interface(fn=classify_image,inputs =image,outputs=label,examples=examples)
+intf.launch()

dog.jpgZone.Identifier

@@ -0,0 +1,4 @@
+[ZoneTransfer]
+ZoneId=3
+ReferrerUrl=https://www.google.com/
+HostUrl=https://hips.hearstapps.com/hmg-prod/images/dog-puppy-on-garden-royalty-free-image-1586966191.jpg?crop=0.752xw:1.00xh;0.175xw,0&resize=1200:*

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b30780fbb568ad440d2fc81f78d6a17f73bfca2d594dcffa016ba76a8edafa5
+size 47056209

model.pklZone.Identifier

@@ -0,0 +1,3 @@
+[ZoneTransfer]
+ZoneId=3
+HostUrl=about:internet