DINO
DINO, featuring improved de-noising anchors, enhances Detection Transformers for superior object detection capabilities. It excels in both universal and open-set detection and segmentation tasks, showcasing significant performance on COCO benchmarks with a compact model. Utilizing ResNet and Swin Transformer backbones, DINO promises quick convergence and precision. Innovative variants like Mask DINO and Stable-DINO offer straightforward training and adaptability across diverse detection scenarios. The model zoo provides access to the latest checkpoints, supporting extensive multi-scale training and inference.
