This Python application provides a real-time computer vision system that processes video streams from an ESP32-CAM module to perform two primary AI tasks simultaneously: The system integrates MediaPipe for hand landmark detection, TensorFlow/Keras for emotion classification, and OpenCV for image processing and display. It communicates with an ESP32-CAM over Wi-Fi to receive live video frames.