Liezl Maree

Excessive memory usage when training large SingleImageVideo project (400k+ frames)

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# Bug description >I'm trying to train a SLEAP model with 300k training examples, and when it gets to "Building test pipeline", memory usage starts to grow. I thought that...

Find dependencies that successfully create a pip wheel for apple silicon macs

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# Bug description Find dependencies that successfully create a pip wheel for apple silicon Macs . ``` ERROR: Could not find a version that satisfies the requirement PySide2=5.13.2 (from sleap)...

We should change the bottom-up pipeline to handle cases where the `Skeleton` only has a single node. Currently, bottom-up will fail when trying to group nodes into instances via PAFs....

## Problem Description Specifying `video_search_paths` when creating a `Trainer` via `from_config` does not use `video_search_paths` if `training_labels` argument is of type `Labels`. ```python trainer = sleap.nn.training.TopDownMultiClassModelTrainer.from_config( cfg, training_labels=labels, video_search_paths=videos ```...

Always update non visible points

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### Description This PR changes the `Instance.update_points` method to always update a `Point` if it is not visible or if it belongs to a prediction. These changes allow non visible...

Use oks score for reprojections

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### Description This PR does 3 main things (described in more detail further down): 1. Use same OKS score for all `PredictedInstance.score`s 2. Add `InstanceGroup.score` attribute 3. Display `InstanceGroup.score` in...

Update installation docs 1.4.1

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### Description This PR attempts to update and simplify the [installation instructions](https://sleap.ai/develop/installation.html) and: - [x] removes the installation instructions for other package managers and instead links out the package manager...

Lower bound albumentation version to handle Nan keypoints

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### Description In some of our now-older environments, we were getting this error while try to run training: ``` File "/Users/liezlmaree/micromamba/envs/sleap_py310/lib/python3.10/site-packages/albumentations/core/keypoints_utils.py", line 228, in convert_keypoint_to_albumentations keypoint = (int(x), int(y), angle_to_2pi_range(a),...

Bump to 1.4.1a3 (py310)

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### Description This PR skips the attempted previous prerelease of 1.4.1a3 (that does no bumpy the python version). But, we were running into trouble with conflicting `h5py` packages on the...

Allow using DummyVideo when restructuring

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### Description While refactoring in preparation for new dependencies in #1905, we accidentally removed support for loading `DummyVideo`s - which is quite useful for debugging user data (especially if they...