"LED Array for V2V Communication"

"To overcome challenges in traffic safety and data transmission, this dataset supports research in Vehicle-to-Vehicle (V2V) Optical Camera Communication (OCC), utilizing LED arrays mounted on vehicles (e.g., tail lights) and high-speed cameras as receivers. The dataset is designed to train and benchmark deep-learning models for real-time LED detection, tracking, and demodulation under various vehicular scenarios.It contains high-resolution images, including LED array configurations. The data spans diverse, realistic traffic environments covering multiple distances, relative positions, orientations, and challenging environmental lighting conditions. The dataset typically includes annotations for the bounding boxes, contours of the LED array, and the working status (ON\/OFF) of individual LED units. It is particularly valuable for improving signal-to-noise ratios (SNR), enabling robust LED tracking, and developing machine learning-based image processing pipelines to achieve high-rate, reliable data transmission in V2V scenarios. "