Improved Video Loading
Improved Video Loading
Loading frames from videos was updated and we now verify that the timestamp of the loaded frame is correct. This fixes a bug where sometimes a frame with a different timestamp than the one requested by the user was loaded. Lightly will now also warn you if the correct frame could not be found.
Documentation Updates
We added many documentation updates on how you can use and interact with the Lightly Platform.
Models
- Bootstrap your own latent: A new approach to self-supervised Learning, 2020
- Barlow Twins: Self-Supervised Learning via Redundancy Reduction, 2021
- DINO: Emerging Properties in Self-Supervised Vision Transformers, 2021
- SimSiam: Exploring Simple Siamese Representation Learning, 2020
- MoCo: Momentum Contrast for Unsupervised Visual Representation Learning, 2019
- SimCLR: A Simple Framework for Contrastive Learning of Visual Representations, 2020
- NNCLR: Nearest-Neighbor Contrastive Learning of Visual Representations, 2021
- SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments, M. Caron, 2020