import gradio as gr
from transformers import pipeline

pipe = pipeline("image-classification", model="essam24/vit-brain-tumour-v2")

def launch(input):
    out = pipe(input)
    return out

iface = gr.Interface(launch,
                     inputs=gr.Image(type='pil'),
                     outputs="text")

iface.launch(share=True)