Yolact: Real-time instance segmentation

D Bolya, C Zhou, F Xiao, YJ Lee - Proceedings of the IEEE …, 2019 - openaccess.thecvf.com
We present a simple, fully-convolutional model for real-time instance segmentation that
achieves 29.8 mAP on MS COCO at 33.5 fps evaluated on a single Titan Xp, which is …

Embedmask: Embedding coupling for one-stage instance segmentation

H Ying, Z Huang, S Liu, T Shao, K Zhou - arXiv preprint arXiv:1912.01954, 2019 - arxiv.org
Current instance segmentation methods can be categorized into segmentation-based
methods that segment first then do clustering, and proposal-based methods that detect first …