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Releases: lightly-ai/lightly

Update API Client

10 Nov 17:12
@MalteEbner MalteEbner
v1.2.35
8884b39
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Update API Client

Changes

  • Update API client to use RunWorkerLabels
  • Updated API client documentation for tag endpoints

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Update API Client

02 Nov 17:30
@shaundaley39 shaundaley39
v1.2.34
318c41c
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Update API Client

Changes

  • Update API client embedding upload

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Update API Client & Lightly Worker Docs

25 Oct 14:56
@guarin guarin
v1.2.33
19c074a
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Update API Client & Lightly Worker Docs

Changes

  • Update API client for Lightly Worker v2.3.7
  • Add docs for artifacts uploaded from the Lightly Worker
  • Add docs for advanced relevant filenames options for the Lightly Worker
  • Update docs for diversity selection strategy input types

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Update Lightly Worker Docs & API Client

19 Oct 09:56
@japrescott japrescott
v1.2.32
fc5e1c8
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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

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Multi-prototype SWaV

07 Oct 14:10
@philippmwirth philippmwirth
v1.2.31
3440da9
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Multi-prototype SWaV

Multi-prototype SWaV (thanks a lot @Atharva-Phatak 🙂)

Implements a multi-prototype head for SWaV as discussed in #944.

Other Changes

  • Fixes typehints for export functions in the ApiWorkflowClient
  • Documentation updates
  • Add scores argument to ObjectDetectionOutput

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Contributors

Atharva-Phatak
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SMoG

29 Sep 15:23
@shaundaley39 shaundaley39
v1.2.30
a5862ce
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SMoG

SMoG: Unsupervised Visual Representation Learning by Synchronous Momentum Grouping

Lightly 1.2.30 comes with the SMoG model introduced in Unsupervised Visual Representation Learning
by Synchronous Momentum Grouping. Documentation and benchmarks will be released soon.

Breaking Change

  • in the ApiWorkflowClient, create_dataset now throws an error where a dataset of the same name already exists. To reuse an existing dataset users should switch to using set_dataset_id_by_name.

Other Changes

  • OBS (object storage service) remote datasources now supported
  • documentation improvements

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Improved Active Learning Score computation

16 Sep 15:33
@MalteEbner MalteEbner
v1.2.29
7cf37f0
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Improved Active Learning Score computation

Improved Active Learning Score computation

We slightly refactored the Active Learning Score computation to make it better from a software development point of view.

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Masked Siamese Networks

30 Aug 18:11
@guarin guarin
v1.2.28
972d1e7
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Masked Siamese Networks

MSN: Masked Siamese Networks for Label-Efficient Learning

Lightly 1.2.28 comes with the new MSN model introduced in Masked Autoencoders Are Scalable Vision Learners. Please head over to our docs to see how to use MSN with Lightly: https://docs.lightly.ai/examples/msn.html

Other Changes

  • Lightly is now compatible with Pytorch Lightning v1.7

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Server Side Encryption + Documentation

17 Aug 14:50
@japrescott japrescott
v1.2.27
7c67e15
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Server Side Encryption + Documentation

Changes

  • if server side encryption is enabled for s3 datasources, the proper headers are sent
  • expose advanced selection configuration classes and enums for typed configurations

Documentation

  • Clarify which permissions need to be set for GCS when running a datapool
  • Add instructions on how to re-use a checkpoint
  • Minor docs updates

Models

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Patch download speed and dependency issue

09 Aug 14:21
@philippmwirth philippmwirth
v1.2.26
af81f34
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Patch download speed and dependency issue

Changes

  • Speed up lightly-download using multithreading
  • Documentation updates
  • Hotfix: Fix compatability issues with pytorch-lightning>=1.7

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