From Prototype to Production: Optimizing YOLOv8 and SORT for Real-Time Automotive Perception
A deep dive into optimizing a full-stack perception engine using YOLOv8 and SORT, achieving 127 FPS through TensorRT and FP16 quantization.
FMCW radar target classification with a CNN
A shallow CNN implementation to classify targets from the range-Doppler map of a FMCW radar