Advanced CV

YOLOv8 Instance Segmentation

Person instance segmentation using YOLOv8-seg with GPU (CuPy) and CPU (NumPy/Numba) converter options and cv2.cuda rendering.

Key Features

  • Instance segmentation with YOLOv8-seg
  • CuPy GPU acceleration
  • NumPy/Numba CPU processing
  • cv2.cuda.GpuMat rendering

Real-time instance segmentation using Ultralytics YOLOv8-seg. Demonstrates both GPU-accelerated (CuPy) and CPU-based (NumPy/Numba) output converters with GPU-accelerated mask rendering via cv2.cuda.GpuMat.