v1.6.1

What's Changed

• Save copy of labeled data csv to output dir by @ksikka in #222
• Fix tests and post-training analysis behavior by @ksikka in #221
• Save out detector artifacts on detector training by @ksikka in #224
• fix bad import by @themattinthehatt in #226
• add left-right flip option to augmentations by @themattinthehatt in #227
• update version by @themattinthehatt in #228

Full Changelog: v1.6.0...v1.6.1

v1.6.0

What's Changed

Major updates for this release include multi-GPU training, new imgaug transforms, and many small usability improvements

• update sleap2lp.py by @themattinthehatt in #196
• Upgrade sphinx-rtd-theme to fix search #200 by @ksikka in #201
• Fix search attempt 2. Fix #200 by @ksikka in #202
• Log hydra job config to tensorboard by @ksikka in #204
• Change backbone finetuning strategy to allow for DDP by @ksikka in #205
• Support multi-GPU training for supervised training by @ksikka in #206
• Multi-GPU support for unsupervised learning by @ksikka in #207
• Continuous integration using github actions by @ksikka in #208
• add coarse salt/pepper to imgaug transforms by @themattinthehatt in #209
• Added option to choose colormap for labelled videos by @hummuscience in #211
• complete config file documentation by @themattinthehatt in #213
• Add PCA Centering method (experimental) by @ksikka in #214
• Context frames can use any delimiter by @ksikka in #216
• Replace relative paths with absolute paths in demo config by @ksikka in #217
• Fix doc build failure by @ksikka in #218
• Update README.md with downloads/week badge by @ksikka in #219

New Contributors

• @ksikka made their first contribution in #201

Full Changelog: v1.5.1...v1.6.0

v1.5.1

Several small updates, as well as reverting the default training setup to automatically save out the best model according to validation metrics, rather than the last model.

• make sure validation loader always has at least one sample
• allow for early stopping again, as well as saving out model weights every n epochs
• make training fully deterministic
• increase flexibility of LitDaliWrapper to work with custom dali video pipeline functions
• increase flexibility of keypoint correspondence array for true multiview datasets

v.1.5.0

What's Changed

• Passing vfr_check to fn.readers.video by @hummuscience in #179, #180
• remove augmentations for val/test data by @themattinthehatt in #181
• implement pca object that handles NaNs by @themattinthehatt in #184
• support for multiple data streams by @themattinthehatt @farzad-ziaie @Selmaan in #187

Full Changelog: v1.4.0...v1.5.0

v1.4.0

What's Changed

• [docs] avi vs mp4 faq by @themattinthehatt in #151
• WSL installation instructions by @DavidGill159 in #153
• generalize keypoint access from dataframes in metrics by @themattinthehatt in #154
• ignore hidden "_labeled" folders in dlc to lp conversion by @hummuscience in #157
• misc updates to docs and tests by @themattinthehatt in #162
• add new unit test fixture by @themattinthehatt in #163
• [fix] streamlit video page bugfix by @themattinthehatt in #167
• add sleap2lp file by @Shmuel-columbia in #168
• update dependencies
• add backbone pretrained on hand dataset
• save multiple checkpoint files

New Contributors

• @DavidGill159 made their first contribution in #153
• @hummuscience made their first contribution in #157
• @Shmuel-columbia made their first contribution in #168

Full Changelog: v1.3.0...v1.4.0

v1.3.0

What's Changed

• FIX: predict_new_vids.py now outputs unsupervised metrics as well by @EugenioBertolini in #145
• [docs] update config file info by @themattinthehatt in #147
• v1.3.0 updates by @themattinthehatt in #149
  • generalize method of accessing likelihood in apps
  • generalize subdirectory names used by video app
  • move version def from setup.py to __init__.py
  • refactor train_hydra script to import a train function for greater flexibility

New Contributors

• @EugenioBertolini made their first contribution in #145

Full Changelog: v1.2.3...v1.3.0

v1.2.3

include example data in PyPI packaging

v1.2.1

fixing PyPI packaging

v1.2.0

What's Changed

• remove deprecated fiftyone args
• update documentation
• [bug] fix vit checkpoint loading (closes #134) by @themattinthehatt in #135
• print timestamp and frame number on labeled videos

Full Changelog: v1.1.0...v1.2.0

v1.1.0

What's Changed

• accelerate inference setup by skipping pca computation by @themattinthehatt in #127
• docs + config cleanup by @themattinthehatt in #128

Full Changelog: v1.0.1...v1.1.0