import tensorflow as tf from keras.models import load_model import gradio as gr model = load_model('model.h5') def image_mod(image): new_var = "y" return new_var gr.Interface(fn=image_mod, inputs=gr.Image(shape=(224, 224)), outputs=gr.Label(num_top_classes=3), examples=["Sunny_day_in_Hiroo.jpg","640px-Cloudy_Sky2.JPG","Foggy_day_of_Riga.jpg","Jida,_Zhuhai,_rainy_day.jpg","Odalys_Edenarc,_Arc_1800,_on_a_snowy_day,_2013.jpg"]).launch()