Related Objects of Interest: keep right, no entry, road work, roundabout mandatory, slippery road, stop, warning, bicycles crossing, general caution, no passing
Top Mandatory Computer Vision Models
The models below have been fine-tuned for various mandatory 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 mandatory detection model.
At the bottom of this page, we have guides on how to count mandatories in images and videos.
1005 images 9 classes
by wangdiws
127 images 6 classes
by RoadDamages
805 images 10 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
8775 images 178 classes
100m from concealed level crossing 2 lane usage and direction overview 200m from concealed level crossing 3 lane usage and direction overview 300m from concealed level crossing Ahead only Begin of a residential area Begin of a zone with speed limit 30 Begin of a zone with speed limit 40 Begin of expressway Begin of zone where parking is prohibited Bicycle Bus Stop Buses prohibited Camping site ahead Cars not allowed - prohibited Cattle crossing Caution, cyclists ahead Children crossing the road Circular mirror
by TSR
2930 images 44 classes
Ahead only Beware of ice-snow Bicycles crossing Bumpy road Children crossing Dangerous curve to the left Dangerous curve to the right Double curve End of all speed and passing limits End of no passing End of no passing by vehicles over 3 End of no passing by vehicles over 3.5 metric tons End of speed limit -80 km-h- General caution Go straight or left Go straight or right Keep left Keep right No entry No passing
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
by ASL
3483 images 27 classes
traffic light Beware of icesnow Bicycles crossing Curved Mountain Road Sign General caution Give way Keep right No entry No parking No passing No right turn sign No vechiles Road work Roundabout mandatory Slippery road Speed limit (100km/h) Speed limit (120km/h) Speed limit (20km/h) Speed limit (30km/h) Speed limit (50km/h)
by ASL
1695 images 17 classes
by abuameer
954 images 27 classes