Update app.py

app.py

@@ -1,7 +1,14 @@
 import gradio as gr
+from transformers import pipeline
 
-def greet(name):
-    return "Hello " + name + "!!"
+decade = pipeline(model="tonyassi/fashion-clothing-decade")
 
-iface = gr.Interface(fn=greet, inputs="image", outputs="text")
+def greet(img):
+    pred = decade(images=img)
+    res = pred[0]['label'] + ':' + str(pred[0]['score']) + '\n'
+    res += pred[1]['label'] + ':' + str(pred[1]['score']) + '\n'
+    res += pred[2]['label'] + ':' + str(pred[2]['score'])
+    return res
+
+iface = gr.Interface(fn=greet, inputs=gr.Image(type="pil"), outputs="text")
 iface.launch()