Update Lightly Worker Docs & API Client
SMog Example
A simple example demonstrating the usage of SMog was added. Otherwise no major changes have been made
Other Changes
- Documentation updates regarding datapool, using predictions and subdir information
- Allow self signed certificates if API is self-hosted
- Utilities to work with artifacts
Models
- Barlow Twins: Self-Supervised Learning via Redundancy Reduction, 2021
- Bootstrap your own latent: A new approach to self-supervised Learning, 2020
- DCL: Decoupled Contrastive Learning, 2021
- DINO: Emerging Properties in Self-Supervised Vision Transformers, 2021
- MAE: Masked Autoencoders Are Scalable Vision Learners, 2021
- MSN: Masked Siamese Networks for Label-Efficient Learning, 2022
- MoCo: Momentum Contrast for Unsupervised Visual Representation Learning, 2019
- NNCLR: Nearest-Neighbor Contrastive Learning of Visual Representations, 2021
- SimCLR: A Simple Framework for Contrastive Learning of Visual Representations, 2020
- SimSiam: Exploring Simple Siamese Representation Learning, 2020
- SMoG: Unsupervised Visual Representation Learning by Synchronous Momentum Grouping, 2022
- SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments, M. Caron, 2020