v0.4.15 1.9.4
roboflow/rf-detrAug 23, 2026 → Aug 24, 20261 day between releases
What's New
Maintenance release fixing export, augmentation, and training bugs.
Breaking Changes
- TFLite segmentation inference requires explicit `rank4_output='masks'`.
- Keypoint training with empty `keypoint_flip_pairs` disables horizontal flip.
- Non-square training crop branch no longer resamples through fixed 384x384.
New Features
- Configurable background logit slot for ONNX/TFLite reference helpers.
Improvements
- Albumentations TimeReverse and SquareSymmetry now handle boxes and keypoints correctly.
- BestModelCallback no longer scores PyTorch Lightning's sanity check as a real epoch.
Bug Fixes
- Fixed background logit slot assumptions for ONNX/TFLite export.
- Fixed keypoint annotations corruption on horizontal flip.
- Fixed TFLite export failures.
- Fixed non-square training resize bug.
Upgrade Notes
Users with sparse-ID COCO or legacy background-first checkpoints should verify export behavior. Training keypoint models with empty `keypoint_flip_pairs` will now disable horizontal flips instead of applying them. Non-square training models may require re-evaluation of the crop branch behavior.
The Two Releases
Release v0.4.15
Aug 23, 2026· 2 months ago
A major release featuring a reworked MCP server, new RAG-ready Markdown capabilities, and improved browser automation features.
Full release notesv1.9.4: Export & Aug Correctness Fixes
Aug 24, 2026· 2 months ago
A maintenance release focusing on export and augmentation correctness. It fixes seven bugs including background logit slot assumptions, keypoint flip handling, Albumentations configurations, and TFLite export failures.
Full release notes