DAB-DETR introduces dynamic anchor boxes as queries for Detection Transformer (DETR) architectures, improving convergence and accuracy in end-to-end object detection. The implementation provides training and evaluation code for the transformer-based detection model on standard benchmarks. The repository also releases related works including DINO and Mask DINO detection models in their detrex toolbox.