Replace with Weight Classifier

app.py

@@ -1,7 +1,16 @@
+from fastai.vision.all import * 
 import gradio as gr
 
-def greet(name):
-    return "VERSION 2: GREETINGS " + name + "!!"
+learn=load_learner('export.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories=learn.dls.vocab
+def classify(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=['Barbell.png','Dumbbell3.png','Kettlebell.png']
+
+intf=gr.Interface(fn=classify,inputs=image,outputs=label,examples=examples)
+intf.launch()