Pixel Decoder

Tag: object segmentation

  • The origin of YOLO (You Only Look Once)

    The origin of YOLO (You Only Look Once)

    The You Only Look Once (YOLO) series is popular and versatile in 2D computer vision tasks like object detection, segmentation, or pose estimation. Its good performance and high efficiency allow the YOLO series to become the state-of-the-art real-time model. As shown in the graph below, the latest YOLO11 achieves a mean average precision of 54.7…