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OrientedDet v0.2.0

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@jeffaudi jeffaudi released this 28 Aug 05:47
· 12 commits to main since this release
v0.2.0
86c10c6

Added

  • Rotated FCOS (model_type: rotated_fcos) — anchor-free single-stage detector: DistanceAnglePointCoder, center-in-OBB assigner, centerness, and L1 / KFIoU / decoded rIoU box regression. Recipes under configs/rotated_fcos/.
  • Differentiable polygon IoU (oriented_det.ops.diff_iou_rotated) for FCOS box_reg_loss_type: riou (1 - IoU). Distinct from sampling pairwise_rotated_iou. Recipes dota_le90_1x_riou.json / dota_le90_3x_riou.json (lr 2.5e-3).
  • Hub slug rotated_fcos_dota_le90_3x_riou (81.58% eval-val mAP50) — Rotated FCOS 3× decoded rIoU.
  • Hub slug rotated_fcos_dota_le90_3x_kfiou_aux (77.18% eval-val mAP50) — Rotated FCOS 3× L1 + KFIoU aux.
  • TF/ONNX export mode rotated_fcos_pre_nms — Rotated FCOS decode + pad uses the same Keras detect bundle as two-stage models (odet export-tf --mode rotated_fcos_pre_nms).

Removed

  • FCOS 1× ProbIoU-aux recipe (dota_le90_1x_probiou_aux.json). Train-time mAP50 66.8% vs 76.5% for 1× KFIoU aux on the same protocol.
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