Create app

app.py

@@ -1,7 +1,15 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('model.pth')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+def classify_image(img):
+    name, prob = celebrity_name,_,probs = learn.predict(img)
+    return {name: prob}
+
+image = gr.inputs.Image(shape=(224,224))
+label = gr.outputs.Label()
+examples = ['emma_watson.jpeg', "tom_hanks.jpeg"]
+
+iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+iface.launch(inline=False)

model.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:340038e160647e3192892928b16fb365e6516bb87938d4ccacb14f8738170a20
+size 47342937