| CNN | Convolutional Neural Network |
| CWFID | Crop/Weed Field Image Dataset |
| IoU | Intersection over Union |
| mIoU | Mean Intersection over Union |
| MiT | Mix Transformer |
| GFLOPs | Giga Floating-Point Operations |
| AMP | Automatic mixed precision |
| AdamW | Adaptive Moment Estimation with Weight Decay |
| FP16/32 | Floating Point 16/32-bit |
| TP | True Positive |
| FP | False Positive |
| FN | False Negative |