import gradio as gr
import cv2
import mediapipe
import numpy as np

def process_frame(image):
    # image is a frame from the webcam
    # You will process it and return the modified version
    return image

gr.Interface(
    fn=process_frame,
    inputs=gr.Image(source="webcam", streaming=True),
    outputs="image",
    live=True
).launch()