AdelaiDet provides implementations of multiple computer vision algorithms built on top of Detectron2. It includes models for object detection (FCOS), instance segmentation (BlendMask, CondInst, SOLO, SOLOv2, BoxInst), and text detection/recognition (ABCNet, ABCNetv2). The toolbox offers pre-trained model weights hosted on HuggingFace and benchmarks on standard datasets like COCO.