Faster Upload and more API methods
Faster Image Upload
When uploading images through the CLI interface we now by default use 8-32 threads to speed up the process. This setting can be controlled with using the loader.num_workers argument.
Create Tags from Filenames
The ApiWorkflowClient now has a create_tag_from_filenames method which allows you easily to create a new tag on the Lightly Platform by passing a list of filenames.
Updated Visibility of Environment Variables in Docs
All environment variables in the docs should now be properly indicated using braces: {ENV_VARIABLE}
Models
- Bootstrap your own latent: A new approach to self-supervised Learning, 2020
- Barlow Twins: Self-Supervised Learning via Redundancy Reduction, 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