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 ResNetFRCNN implementation of DetectImageObjects that relies on, optional dependencies torch and torchvision.

  • Added optional CenterNetVisdrone implementation of DetectImageObjects. 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.

Fixes