Update app.py

app.py

@@ -1,5 +1,11 @@
 import gradio as gr
 from transformers import pipeline
 
-pipe = pipeline(task="image-classification", model="Rajaram1996/FacialEmoRecog")
-gr.Interface.from_pipeline(pipe, title="Emotion Recognition using facial expressions", examples = ["Sample_1.jpg", "Sample_2.jpg",], allow_flagging="never").launch(inbrowswer=True)
+pipe = pipeline(task="image-classification", 
+                 # model that can do 22k-category classification
+                 model="microsoft/beit-base-patch16-224-pt22k-ft22k")
+gr.Interface.from_pipeline(pipe, 
+                           title="22k Image Classification",
+                           description="Object Recognition using Microsoft BEIT",
+                           examples = ['wonder_cat.jpg', 'aki_dog.jpg',],
+                           allow_flagging="never").launch(inbrowser=True)