Related Objects of Interest: stop, pedestrian, roundabout, no entry, slippery road, speed limit 20, speed limit 30, speed limit 50, speed limit 60, road work
Top Road Computer Vision Models
The models below have been fine-tuned for various road detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own road detection model.
At the bottom of this page, we have guides on how to count roads in images and videos.
by NSIT
1738 images 36 classes
by gtsrbanno
1621 images 48 classes
no entry slippery road stop traffic signal ahead only beaware of icesnow bumpy road bycycle crossing children crossing dangerous curve left dangerous curve right double curve end no passingveh3.5 tons end no passingveh3.5 tons is prohipted end ofno passing general caution go stright or left go stright or right keep left keep right
1738 images 37 classes
1738 images 36 classes
by Rusu Alexei
511 images 10 classes
1543 images 43 classes
animals (danger) bend (danger) bend left (danger) bend right (danger) construction (danger) cycles crossing (danger) danger (danger) give way (other) go left (mandatory) go left or straight (mandatory) go right (mandatory) go right or straight (mandatory) go straight (mandatory) keep left (mandatory) keep right (mandatory) no entry (other) no overtaking (prohibitory) no overtaking (trucks) (prohibitory) no traffic both ways (prohibitory) no trucks (prohibitory)
1738 images 36 classes
by al397463
4539 images 29 classes
by chaeseoyeon
546 images 12 classes
by traffcsgn
1392 images 33 classes
0-tramvay-10 1-tramvay-15 10-may-encounter-motorcycle 11-caution 12-may-encounter-car 13-no-entry 14-forward-left 15-forward-right 16-light-ahead 17-intersection 18-vehicles-not-allowed 19-no-parking-1 2-tramvay-20 20-no-parking-2 21-right 22-pass-on-the-right 23-no-turning-left 24-no-turning-right 25-stop 26-road-closed-to-traffic
2026 images 5 classes
3368 images 61 classes
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
740 images 43 classes
Ahead only Beware of ice-snow Bicycles crossing Bumpy road Children crossing Dangerous curve left Dangerous curve right Double curve End no passing veh > 3-5 tons End of no passing End of speed limit (80km-h) End speed + passing limits General caution Go straight or left Go straight or right Keep left Keep right No entry No passing No passing veh over 3-5 tons
7846 images 12 classes