Gluon-CV is a computer vision focused deep learning library built on the MXNet/Gluon framework. It provides state-of-the-art model implementations across major CV tasks including object detection, semantic segmentation, instance segmentation, pose estimation, action recognition, and image classification. The toolkit includes pretrained weights, training pipelines, and evaluation utilities designed for research and applied computer vision.