v0.11.4

[0.11.4] - 2025-10-08

Added

• Add support for saving the best semantic segmentation checkpoints and model weights during training.
• Expose more arguments for the checkpointing callback in pretraining.
• Add LT-DETR inference support with DINOv2 and DINOv3 ConvNext backbones.

Changed

• Change default precision to bf16-mixed for pretraining on GPUs that support it.
• Fix warning about too few epochs for DINOv2 which occurs with the default epoch calculation.

What's Changed

• Update readme with the benchmark results by @yutong-xiang-97 in #316
• Mention license info for DINOv3 weights in README by @yutong-xiang-97 in #319
• Update README conference banner by @liopeer in #322
• chore: add a link to the social network YouTube by @Olexandr88 in #317
• Add Obj Det Transform Pt 2 by @liopeer in #300
• Fix FPS for ViT-S on ADE20k by @yutong-xiang-97 in #328
• Support saving best model and metric with EoMT by @yutong-xiang-97 in #326
• Default to bf16-mixed for Pretraining by @liopeer in #331
• Fix model weights loading when continuing training from a model weight file by @yutong-xiang-97 in #324
• Use floor operation in determining DINOv2 epochs by @liopeer in #335
• Add Object Detection Inference by @liopeer in #325
• Expose all ModelCheckpoint Callback Arguments by @liopeer in #342
• Table with OD results by @stegmuel in #340
• Prepare Release 0.11.4 by @liopeer in #341

New Contributors

• @Olexandr88 made their first contribution in #317

Full Changelog: v0.11.3...v0.11.4