Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50)

Reported on 2 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots2 results

Autonomous VehiclesonDFG traffic-sign dataset
mAP @0.5:0.95· uses extra data· 2019-04-01
84.4
SOTA
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition arXiv:1904.00649
Autonomous VehiclesonDFG traffic-sign dataset
mAP@0.50· uses extra data· 2019-04-01
95.5
SOTA
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition arXiv:1904.00649