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