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updating release notes
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brimoor committed Nov 24, 2021
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Expand Up @@ -7,36 +7,53 @@ FiftyOne Release Notes

FiftyOne 0.14.2
---------------
*Released November 23, 2021*
*Released November 24, 2021*

App

- Improved mask loading times for
:class:`Segmentation <fiftyone.core.labels.Segmenataion>` and
:class:`Detection <fiftyone.core.labels.Detection>` labels and
map loading times for
:class:`Heatmap <fiftyone.core.labels.Heatmap>` labels
- Improved mask loading times for |Segmentation|, |Heatmap|, and |Detection|
labels with instance masks

Core

- Optimized image metadata calculation to read only the bare minimum byte
content of each image
- Improved handling of relative paths and user paths in config settings and
environment variables
- Optimized database I/O and improved the helpfulness of warnings/errors that
are generated when applying models via
:meth:`apply_model() <fiftyone.core.collections.SampleCollection.apply_model>`,
:meth:`compute_embeddings() <fiftyone.core.collections.SampleCollection.compute_embeddings>`,
and
:meth:`compute_patch_embeddings() <fiftyone.core.collections.SampleCollection.compute_patch_embeddings>`
- Resolved a `memory leak <https://github.com/voxel51/fiftyone/issues/1442>`_
that could occur when computing predictions/embeddings for very large
datasets with Torch models

Brain

- Added the `points` keyword argument to
:func:`compute_visualization() <fiftyone.brain.compute_visualization>` for
providing your own manually computed low-dimensional representation for use
with interactive embeddings plots
- Improved handling of missing embeddings in all methods
- Added requirements checks that occur at the start of all methods to ensure the
success expensive computations
- Graceful handling of missing/uncomputable embeddings in
:func:`compute_visualization() <fiftyone.brain.compute_visualization>` and
:func:`compute_similarity() <fiftyone.brain.compute_similarity>`
- Added checks that occur at the start of all methods to ensure that any
required dependencies are installed prior to performing any expensive
computations

Annotation

- Changed CVAT uploads to retain original filenames
- A helpful error is now raised when the `"frames."` prefix is omitted from
label fields when requesting spatial annotations on video datasets

Zoo

- Patched an issue that prevented downloading the
:ref:`VOC-2007 <dataset-zoo-voc-2007>` and
:ref:`VOC-2012 <dataset-zoo-voc-2012>` datasets from the zoo

.. _release-notes-v0.14.1:

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