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@Purg Purg released this 02 Jun 17:35
· 25 commits to master since this release
v0.19.0
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Learn about vigilant mode.

v0.19.0

This minor release includes refinements to the DetectImageObjects plugins,
including a change to return semantic class labels instead of just integers,
reducing the need for the caller to know intrinsics about the plugin/model in
order to use it.

See below for additional updates and fixes.

Updates / New Features

CI

  • Updated CI unittests workflow to include codecov reporting.
    Reduced CodeCov report submission by skipping this step on scheduled runs.

Documentation

  • Updated CONTRIBUTING.md to reference smqtk-core's CONTRIBUTING.md file.

Detect Image Objects

  • Updated the ResNetFRCNN to return as its class labels the label strings
    instead of integers, reducing the burden of users from having to repeatedly
    find and allocate the appropriate int-to-label map.

  • Update CenterNetVisdrone to lazy load its model on first inference.

  • Update CenterNetVisdrone to return VisDrone class labels instead of
    integers.

Unit Tests

  • Added unit tests for the CenterNetVisdrone plugin.

Utilities

  • Remove duplicate implementation of AxisAlignedBoundingBox, using the tested
    version that comes from the smqtk_image_io package.

Fixes

Detect Image Object

  • Fixed batched operation memory usage in ResNetFRCNN by loading only current
    batch into computation device memory. Previously all images were loaded at
    once.

  • Fixed device mapping when loading certain background architectures for
    CenterNetVisdrone.

Dependency Versions

  • Updated the developer dependency and locked version of ipython to address a
    security vulnerability.

  • Removed jedi = "^0.17.2" requirement since recent ipython = "^7.17.3"
    update appropriately addresses the dependency.

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