Table 2.
Comparison of the mean average precision.
| mAP | ||||
|---|---|---|---|---|
| Model | Train | Validation | Testing | Standard deviation |
| SSD Original -VGG16 | 0.815 | 0.604 | 0.233 | 29.46% |
| SSD A -VGG16 | 0.627 | 0.520 | 0.174 | 23.68% |
| SSD B - ResNet50 | 0.451 | 0.353 | 0.253 | 9.90% |
Comparison of the mean average precision.
| mAP | ||||
|---|---|---|---|---|
| Model | Train | Validation | Testing | Standard deviation |
| SSD Original -VGG16 | 0.815 | 0.604 | 0.233 | 29.46% |
| SSD A -VGG16 | 0.627 | 0.520 | 0.174 | 23.68% |
| SSD B - ResNet50 | 0.451 | 0.353 | 0.253 | 9.90% |