Table 1 Hyperparameter configurations.
From: YOLO-GL for efficient multi-target detection in large FOV via hierarchical feature fusion
Hyperparameter | Range | Value |
|---|---|---|
Learning_rate | {0.1,0.01,0.001} | 0.01 |
Momentum | (0,1) | 0.937 |
Weight_decay | (0,1) | 0.0005 |
Warmup_epoch | {1,2,3,4} | 3 |
Batchsize | {1,2,4,8,16} | 8 |
Epoch | {100,200,300} | 300 |
Imagesize | {320,640,1280} | 640 |
Close_mosaic | {0,5,10,15} | 10 |
Workers | {0,1,2,3,4,5,6,7,8} | 4 |
Optimizer | {SGD,Adam,AdamW} | AdamW |
