COCO-trained models

COCO-trained models

Model name Speed (ms) COCO mAP[^1] Outputs
ssd_mobilenet_v1_coco 30 21 Boxes
ssd_inception_v2_coco 42 24 Boxes
faster_rcnn_inception_v2_coco 58 28 Boxes
faster_rcnn_resnet50_coco 89 30 Boxes
faster_rcnn_resnet50_lowproposals_coco 64 Boxes
rfcn_resnet101_coco 92 30 Boxes
faster_rcnn_resnet101_coco 106 32 Boxes
faster_rcnn_resnet101_lowproposals_coco 82 Boxes
faster_rcnn_inception_resnet_v2_atrous_coco 620 37 Boxes
faster_rcnn_inception_resnet_v2_atrous_lowproposals_coco 241 Boxes
faster_rcnn_nas 1833 43 Boxes
faster_rcnn_nas_lowproposals_coco 540 Boxes
mask_rcnn_inception_resnet_v2_atrous_coco 771 36 Masks
mask_rcnn_inception_v2_coco 79 25 Masks
mask_rcnn_resnet101_atrous_coco 470 33 Masks
mask_rcnn_resnet50_atrous_coco 343 29 Masks

Kitti-trained models

Model name Speed (ms) Pascal mAP@0.5 (ms) Outputs
faster_rcnn_resnet101_kitti 79 87 Boxes

Open Images-trained models

Model name Speed (ms) Open Images mAP@0.5[^2] Outputs
faster_rcnn_inception_resnet_v2_atrous_oid 727 37 Boxes
faster_rcnn_inception_resnet_v2_atrous_lowproposals_oid 347 Boxes

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