Self-supervised method for scene-flow estimation of LiDAR point clouds. Method is trained and tested on the nuScenes and KITTI datasets in TensorFlow. (CVPR 2020)
Minyoung Huh 12 , Andrew Liu 1 , Andrew Owens 1 , Alexei A. Efros 1 In ECCV 2018. UC Berkeley, Berkeley AI Research 1 Carnegie Mellon University 2 In this paper, we introduce a self-supervised method for learning to detect visual manipulations using only unlabeled data. Given a large collection…
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)
The main features of wonheeml/mtl-ssl are: General Self-Supervised Tasks.
Open-source alternatives to wonheeml/mtl-ssl include: akhilmathurs/collossl. himangim/just-go-with-the-flow-self-supervised-scene-flow-estimation — Self-supervised method for scene-flow estimation of LiDAR point clouds. Method is trained and tested on the nuScenes… minyoungg/selfconsistency — Minyoung Huh 12 , Andrew Liu 1 , Andrew Owens 1 , Alexei A. Efros 1 In ECCV 2018. UC Berkeley, Berkeley AI Research 1… oxwearables/ssl-wearables — Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days).
