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v0.18.0
v0.18.0
This minor release primarily adds two new optional plugins for
DetectImageObjects: PyTorch-based ResNetFRCNN and CenterNetVisdrone.
These may be usable after installing the "torch" and "centernet" extras,
respectively.
These implementations currently require an internet connection to be able to
initially download pretrained models.
Updates / New Features
CI
- Add workflow to inherit the smqtk-core publish workflow.
Features
-
Added
ResNetFRCNNimplementation ofDetectImageObjectsthat relies on,
optional dependenciestorchandtorchvision. -
Added optional
CenterNetVisdroneimplementation ofDetectImageObjects.
Source for the model used was taken from:
https://github.com/GNAYUOHZ/centernet-visdrone -
Moved, and added to, interface convenience exposure to the package root
module.
Miscellaneous
- Added a wrapper script to pull the versioning/changelog update helper from
smqtk-core to use here without duplication.