app.py

import gradio as gr
from transformers import pipeline

pipe = pipeline(task="image-classification", 
                # model that can do 22k-category classification
                model="KhadijaAsehnoune12/orange-disease-detector")
gr.Interface.from_pipeline(pipe, 
                           title="22k Image Classification",
                           description="Detect diseases in orange leaves and fruits.",
                           examples = ['MoucheB.jpg', 'verdissement.jpg',],
                           ).launch()