app.py

import cv2
import streamlit as st
import mediapipe as mp
import time

# Mediapipe init
mp_hands = mp.solutions.hands
mp_draw = mp.solutions.drawing_utils

def process_frame(frame, hands):
    frame_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
    results = hands.process(frame_rgb)
    if results.multi_hand_landmarks:
        for hand_landmarks in results.multi_hand_landmarks:
            mp_draw.draw_landmarks(frame, hand_landmarks, mp_hands.HAND_CONNECTIONS)
    return frame

st.title("🤚 Live Hand Gesture Tracking (Local Webcam Only)")

run = st.checkbox("Start Webcam")
FRAME_WINDOW = st.empty()

cap = cv2.VideoCapture(0)

with mp_hands.Hands(
    static_image_mode=False,
    max_num_hands=2,
    min_detection_confidence=0.7,
    min_tracking_confidence=0.7
) as hands:
    while run:
        ret, frame = cap.read()
        if not ret:
            st.warning("⚠️ Failed to grab frame. Try another camera index (0,1,2).")
            break
        frame = cv2.flip(frame, 1)
        frame = process_frame(frame, hands)

        FRAME_WINDOW.image(cv2.cvtColor(frame, cv2.COLOR_BGR2RGB), channels="RGB")
        time.sleep(0.03)  # smooth refresh

cap.release()