updated

app.py

@@ -1,7 +1,13 @@
 import gradio as gr
+from fastai.vision.all import *
+learn=load_learner("class.pkl")
+categories=('Lilly','Lotus','Orchid','Sunflower','Tulip')
+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=['lilly.jpg','lotus.jpg','orchid.jpg','sunflower.jpg','tulip.jpg']
 
-def greet(name):
-    return "Hello " + name + "!!"
-
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+intf=gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
+intf.launch(inline=False)

class.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c050915e2b9c5fb9da0bdd24b3d534d1ab623da212154cb4d55b936e702f880b
+size 102981753