changes

app.py

@@ -1,7 +1,15 @@
+from fastai.vision.all import *
 import gradio as gr
+def Octopus_or_Squid(x): return x[0].isupper()
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('model.pkl')
+categories = ('Octopus','Squid')
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories,map(float,probs)))
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+image=gr.inputs.Image(shape=(192,192))
+label=gr.outputs.Label()
+examples=['Octopus.jpg','Squid.jpg']
+intf=gr.Interface(fn=classify_image,inputs=image,outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9924f7bf04bfd587c89c6c418c95a94d827c07cf18380d72463016cc5e23562
+size 46954777