Related Objects of Interest: prohibitory, warning, danger, other, stop, yield, ahead only, no entry, road work, roundabout mandatory
Top Mandatory Datasets and Models
The datasets below can be used to train fine-tuned models for mandatory detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the mandatory datasets below.
by My workspace
175 images 6 classes
by IIT Roorkee
51 images 9 classes
by 4300
4300 images 47 classes
stop Ahead only Beaware of icesnow Bumpy road Children Crossing Dangerous curve left Dangerous curve right Double curve End Speed - Passing limits End no passing veh 3-5 tons End of no passing General caution Go Stright or Left Go Stright or Right Keep Left Keep Right No entry No passing No passing veh over 3-5 tons No vechiels
1880 images 72 classes
Ahead only Ahead-only Beware of ice/snow Beware-of-ice/snow Bicycles crossing Bicycles-crossing Bumpy road Bumpy-road Children crossing Children-crossing Dangerous curve to the left Dangerous curve to the right Dangerous-curve-to-the-left Dangerous-curve-to-the-right Double curve Double-curve End of all speed and passing limits End of no passing End-of-all-speed-and-passing-limits End-of-no-passing
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 HVafaei
740 images 8 classes
by My workspace
928 images 7 classes
by GTSDB
740 images 43 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 3-5 metric tons End of speed limit (80km-h) General caution Go straight or left Go straight or right Keep left Keep right No entry No passing No passing for vehicles over 3-5 metric tons
by muyuan cheng
77 images 5 classes
583 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)
by Ritsumeikan
195 images 5 classes