Coco Model Name | Speed (ms) | mAP^[1] |
SSD Mobilenet V1 | 30 | 21 |
SSD Mobilenet V2 | 31 | 22 |
SSD Lite mobilenet v2 | 27 | 22 |
SSD inception v2 | 42 | 24 |
Faster RCNN Inception v2 | 58 | 28 |
Faster RCNN ResNet 50 | 89 | 30 |
Faster RCNN ResNet 50 Low Proposals | 64 | 30 |
RFCN-ResNet 101 | 92 | 30 |
Faster RCNN ResNet 101 | 106 | 32 |
Faster RCNN ResNet 101 Low Proposals | 82 | 32 |
Faster RCNN Inception ResNet Atrous V2 | 620 | 37 |
Faster RCNN Inception ResNet Atrous v2 Low Proposals | 241 | 37 |
+ | 1833 | 43 |
Faster RCNN Nas Low Proposals | 540 | 43 |