OrientedDet v0.1.0

OrientedDet v0.1.0

First public release of OrientedDet.

Install from PyPI:

pip install oriented-det

Highlights

• Core geometry (Polygon, QBox, RBox) and transforms
• Rotated IoU, NMS, and optional GPU kernels
• DOTA loader, tiling, augmentations, and oriented mAP evaluation
• Airbus Playground CSV dataset support
• Three baseline detectors:
  • Oriented R-CNN
  • Rotated Faster R-CNN
  • Rotated RetinaNet
• JSON config training via odet train
• odet CLI for training, inference, metrics, dataset tools, and pretrained downloads
• Pretrained weights on Hugging Face Hub: dl4eo/oriented-det-pretrained

Model Zoo

DOTA le90 pretrained checkpoints include:

Model	Slug	eval-val mAP50
Oriented R-CNN 1×	oriented_rcnn_dota_le90_1x	74.79%
Rotated Faster R-CNN 3×	rotated_faster_rcnn_dota_le90_3x	76.41%
Rotated RetinaNet 3×	rotated_retinanet_dota_le90_3x	71.52%
Rotated RetinaNet 1×	rotated_retinanet_dota_le90_1x	64.14%

Download weights:

odet pretrained list
odet pretrained download oriented_rcnn_dota_le90_1x

Links

• PyPI: https://pypi.org/project/oriented-det/
• Source: https://github.com/DL4EO/oriented-det
• Pretrained weights: https://huggingface.co/dl4eo/oriented-det-pretrained