Developed a facial emotion detection system using Python, TensorFlow or PyTorch, and OpenCV. Utilize CNNs to classify emotions like happiness, sadness, and anger from images or real-time video. Gain experience in image-based emotion recognition, training models for facial expression analysis, and integrating advanced neural network architectures.