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

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

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

Robots2 results

Autonomous VehiclesonSwedish traffic-sign dataset (STSD)
mAP@0.50· 2019-04-01
95.2
SOTA
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition arXiv:1904.00649
Autonomous VehiclesonDFG traffic-sign dataset
mAP @0.5:0.95· 2019-04-01
82
best: 84.4 (Mask R-CNN with adaptations for traffic sings and augmentations (ResNet50))
Deep Learning for Large-Scale Traffic-Sign Detection and Recognition arXiv:1904.00649