Open-source research platform for Transformer-based detection algorithms built on Detectron2. Provides unified, modular codebase supporting 15+ mainstream DETR-based detection, segmentation, and pose estimation algorithms. Boosts model performance by 0.2-1.1 AP through optimized hyperparameters.

Outputs 2

detrex

library

Unified research platform for DETR-based detection with modular design and strong baselines for 15+ algorithms.

GitHub Repository

detrex: Benchmarking Detection Transformers

paper

Paper presenting the detrex benchmarking framework for DETR-based detection models with comprehensive experiments.

arXiv: 2306.07265

visiontoolingopen-source