Related Objects of Interest: stop, pedestrian crossing, slippery road, give way, no parking, no stopping, narrow road ahead, falling rocks, left hand curve, men at work
Top Caution Computer Vision Models
The models below have been fine-tuned for various caution 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 caution detection model.
At the bottom of this page, we have guides on how to count cautions in images and videos.
4148 images 74 classes
by SIT
3628 images 74 classes
2794 images 73 classes
7195 images 74 classes
by ECE434
4169 images 76 classes
9647 images 87 classes
Bicycle lane Bumps Bumps ahead Bus stop Camera operation zone Caution construction works ahead Caution damaged roads Caution drive slowly Caution flagman ahead Chevron (left) Chevron (right) Children Cow nearby Crossroad Crossroad on the left Crossroad on the right Crosswind area Danger Ahead Detourfollow arrow Double Bend to Left Ahead
by rit
1830 images 33 classes
30 speed limit 40 speed limit 50 km-h speed 60 speed limit 80 speed limit - 65 speed limit Arrow down left road Cattles ahead Caution sign Dangerous turn Diversion Diversion sign boards Gap in median Give way Go Slow Go slow Hazardous sign Horn Compulsary Hungary road sign Left Diversion Leftnarrow sign
by rit
1739 images 65 classes
by RSMS
1737 images 62 classes
by Traffic Res
2246 images 8 classes
7973 images 73 classes
7980 images 73 classes
1100 images 20 classes
Dangerous curve to the right General caution No entry No passing Pedestrians Road work Slippery road Stop Traffic signal_green Traffic signal_red Traffic signal_yellow Yield speed limit 100km/h speed limit 120km/h speed limit 30km/h speed limit 40km/h speed limit 50km/h speed limit 60km/h speed limit 70km/h speed limit 80km/h
1992 images 43 classes
Ahead only Beware of ice/snow Bicycles Crossing Bumpy Road Children Crossing 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 Left curve No entry No passing No passing for vehicles over 3.5 metric tons No vehicles
2240 images 8 classes
1308 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 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
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
by SAG
2300 images 23 classes
Ahead only Beware of ice or snow Bicycles crossing Bumpy road Children crossing Dangerous curve left Dangerous curve right Double curve End no passing vehicle with a weight greater than 3.5 tons End of no passing End of speed limit 80kmh End speed and 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 Annie
49 images 25 classes
Beware Of Dog Sign Bicycle Crossing Caution Sign Danger Of Death Sign Do Not Enter Sign E-M-S sign Fire Alarm Sign Hospital Sign Look Both Ways SIgn No Bicycles Sign One Way Sign Pedestrian Crossing Phone Sign Police Line Sign Rail-Road Crossing Safety-Signs School Crossing Slippery When Wet Sign Stop Sign Walk SIgn