
Cruze
Computer Vision · Real-time · Edge AI
Vision-first driving co-pilot built as an async pub/sub pipeline (camera → detection → depth → tracking → scene → rules → voice), so each perception stage stays decoupled and independently testable. Flags forward collisions under a 3s time-to-collision, plus tailgating, speeding, and stop signs. A hardware-abstraction layer swaps YOLOv8 CPU, TensorRT on Jetson, and TFLite on Raspberry Pi with a one-line config change.








