Add DETR, Deformable DETR, and RF-DETR Object Detection / Instance Segmentation Network Architectures#1113

Open

josiahwsmith10 wants to merge 11 commits into

torchgeo:mainfrom

josiahwsmith10:add_DETR_models

Commits on Feb 16, 2026

Add original DETR and Deformable DETR reference files (Apache 2.0)
josiahwsmith10
committed
Adapt DETR reference code for TerraTorch integration
josiahwsmith10
committed
Updates after confirming exact parity with original implementation of DETR and Deformable DETR
josiahwsmith10
committed
Add original RF-DETR reference files (Apache 2.0)
josiahwsmith10
committed
Add original DETR segmentation.py reference file (Apache 2.0)
josiahwsmith10
committed
Add instance segmentation support to DETR and Deformable DETR
josiahwsmith10
committed
Adapt RF-DETR reference code for TerraTorch integration
josiahwsmith10
committed
Rename impor torch.nn.function as f_nn back to F to follow typical standards
josiahwsmith10
committed
Fix PyTorch 2.9 deprecation: use tuple indexing instead of list for multidimensional tensor indexing in SetCriterion (ia_bce / varifocal) in lwdetr.py
josiahwsmith10
committed
Fix PyTorch 2.9 deprecation and add training-loop smoke tests
josiahwsmith10
committed

Commits on Mar 10, 2026

Merge branch 'main' into add_DETR_models
romeokienzler
authored