Deep Learning, Artificial Intelligence, Image Classification, Vision Transformer, Transformers.
Instance segmentation results on COCO val2017. For instance segmentation with Mask R-CNN as basic framework, CMT-S surpasses Twins-PCPVTS with 1.7% AP and Twins-SVT-S with 1.9% AP. Transfer Learning Results. CMT-S outperforms other Transformer-based models in all datasets with less FLOPs, and