| MHSA | Multi-Head Self-Attention |
| MLLE | Minimal Color Loss and Locally Adaptive Contrast Enhancement |
| UDA | Union Dataset Augmentation |
| TPH | Transformer Prediction Heads |
| BoT | Bottleneck Transformer |
| MHSA | Multi-Head Self-Attention |
| URPC2019 | Underwater Robot Picking Contest 2019 |
| mAP | mean average accuracy |
| SOTA | state-of-the-art |
| CSPLayer | Cross-Stage Partial Layer |