Table 3 Four algorithm hyperparameters combinations for the Resnet50 backbone network of the SSD
Experiment no | Algorithm hyperparameters | |||
|---|---|---|---|---|
Optimizer | MiniBatchSize | InitialLearnRate | LearnRateDropPeriod | |
1 | adam | 14 | 10−3 | 30 |
2 | adam | 16 | 10−4 | 40 |
3 | adam | 18 | 10−5 | 50 |
4 | sgdm | 14 | 10−4 | 50 |
5 | sgdm | 16 | 10−5 | 30 |
6 | sgdm | 18 | 10−3 | 40 |
7 | adam | 14 | 10−5 | 40 |
8 | adam | 16 | 10−3 | 50 |
9 | adam | 18 | 10−4 | 30 |