| RPN | Region Proposal Network |
| YOLO | You Only Look Once |
| DSCA | Dual-Stream Collaborative Architecture |
| SCT | Shape–Color–Texture Multi-Dimensional Feature Images |
| MFM | Modulated Fusion Module |
| C2f_MSAA | Cross-Stage Multi-Scale Attention Aggregation Module |
| DC-SCConv | Dynamic Collaborative Spatial and Channel Reweighting Convolution |
| GWC | Grouped Weight-Wise Convolution |
| PWC | Point-Wise Convolution |
| AP | Average Precision |
| FPS | Frames Per Second |
| GFLOPs | Giga Floating-Point Operations Per Second |
| SGD | Stochastic Gradient Descent |
| IoU | Intersection over Union |