instance-counting

Real-time multi-color traffic cone object detection and instance counting system using YOLOv8, achieving 0.9831 mAP@0.5 and sub-18ms GPU latency for ROS2 autonomous navigation.

Semantic segmentation model for counting wheat heads in field images, using distance transforms and peak detection to resolve individual heads in dense canopies.