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Related Objects of Interest: stop , no entry , slippery road , give way , road work , pedestrian crossing , keep right , priority road , speed limit 30 , speed limit 50
Top Slippery Road Computer Vision Models
The models below have been fine-tuned for various slippery 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 slippery road detection model.
At the bottom of this page, we have guides on how to count slippery roads in images and videos.
9.9k images 60 classes 3 models
5.1k images 67 classes 1 model
road Alligator-Cracking Barrier-Ahead Compulsory-Ahead Compulsory-Ahead-Or-Turn-Left Compulsory-Ahead-Or-Turn-Right Compulsory-Bus-Stop Compulsory-Cycle-Track Compulsory-Keep-Left Compulsory-Sound-Horn Compulsory-Turn-Left Compulsory-Turn-Right Cross-Road Cycle-Crossing Cycle-Prohibited Give-Way Guarded-Level-Crossing Height-Limit Horn-Prohibited Left-Hair-Band
6.5k images 44 classes 1 model
10-speed-restriction 100-speed-restriction 20-speed-restriction 30-speed-restriction 40-speed-restriction 50-speed-restriction 60-speed-restriction 70-speed-restriction 80-speed-restriction All-traffic-must-turn-left All-traffic-must-turn-right Approach-to-intersection Bike-lane Children-crossing Children-crossing-2 Do-not-block-intersection Give-Way Hospital Hump Intersection-ahead
6.5k images 44 classes 1 model
10-speed-restriction 100-speed-restriction 20-speed-restriction 30-speed-restriction 40-speed-restriction 50-speed-restriction 60-speed-restriction 70-speed-restriction 80-speed-restriction All-traffic-must-turn-left All-traffic-must-turn-right Approach-to-intersection Bike-lane Children-crossing Children-crossing-2 Do-not-block-intersection Give-Way Hospital Hump Intersection-ahead
938 images 131 classes 1 model
3.4k images 61 classes 4 models
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
4.4k images 75 classes 1 model
no entry no parking pedestrian crossing roundabout slippery road stop traffic signal all motor vehicle prohibited axle load limit bullock cart and hand cart prohibited cattle ahead chevron direction compulsary ahead compulsary ahead or turn left compulsary ahead or turn right compulsary keep left compulsary keep right compulsary sound horn compulsary turn left ahead compulsary turn right ahead
2.9k images 44 classes 3 models
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
1.6k images 48 classes 1 model
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
2.2k images 43 classes 2 models
2k images 20 classes 1 model
Right-of-way at intersection Road narrows on the right Road work Roundabout mandatory Slippery road Speed limit (100kmh) Speed limit (120kmh) Speed limit (20kmh) Speed limit (30kmh) Speed limit (50kmh) Speed limit (60kmh) Speed limit (70kmh) Speed limit (80kmh) Stop Traffic signals Turn left ahead Turn right ahead Veh 3.5 tons prohibited Wild animals crossing Yield
9.6k images 87 classes 1 model
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
2.3k images 119 classes 2 models
roundabout Bump Car breaking Children Crosswinds Curve Cyclist crossing Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of no parking zone End of priority road End of speed limit 30 End of speed limit zone 30 Entering city Exiting city Falling rocks
506 images 43 classes 2 models
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
1.1k images 20 classes 2 models
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
588 images 47 classes 1 model
roundabout Ahead Only Beware of Snow/Ice Bumpy Road Cautionary Road Sign Crossroads Ahead Cycle Crossing End-of-no-passing Give way Left Zigzag Bend No Entry No Overtaking No Overtaking By Heavy Goods Vehicles No Speed Limit No Trucks Allowed No Vehicles Other Danger Prevents Vehicles From Entering Priority Intersection Sign Priority Road
141 images 31 classes 1 model
2k images 43 classes 1 model
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
1.5k images 43 classes 2 models
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)
523 images 30 classes 2 models
'Animal-Crossing-Sign' 'Bicycle-Crossing-Sign' 'Do-Not-Enter' 'Hospital-Sign' 'Keep-Left-Sign' 'Keep-Right-Sign' 'Lane-Use-Control' 'Merge-Sign' 'No Left Trun' 'No RightTrun' 'No-Overtaking-Sign' 'No-Parking' 'No-U-Trun-Sign' 'One-Way-Sign' 'Pedestrian-Crossing-Sign' 'Public-Phone' 'Railroad-Crossing' 'Road-Work-Ahead-Sign' 'School-Zone-Sign' 'Slippery-Road-Sign'
954 images 27 classes 1 model
1.7k images 17 classes 1 model
2.7k images 120 classes 1 model
Agricultural Vehicles Area Reserved for Buses Axle Load Limit Bus Lane Bus Parking Area Bus Stop Bus Stop Ahead Buses Only Car Park Children Warning Combined Curves Left Cone Signs Cross Road On Priority Road Cross Walk Cross Winds Curve Chevron Cycle Route Ahead Cyclist Only Danger Plate Delineators
9.9k images 56 classes 1 model
6.2k images 49 classes 1 model
4.5k images 58 classes 2 models
no entry no parking pedestrian crossing roundabout slippery road stop all motor vehicle prohibited all-motor-vehicles-prohibited axle load limit compulsary ahead compulsary keep left compulsary keep right compulsary turn left ahead compulsary turn right ahead cross road dangerous dip falling rocks gap in median give way guarded level crossing
4.9k images 45 classes 1 model
1.3k images 43 classes 1 model
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
4.3k images 127 classes 1 model
9.9k images 30 classes 1 model
-Road narrows on right 50 mph speed limit Attention Please- Beware of children CYCLE ROUTE AHEAD WARNING Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Go Straight or Turn Right Go straight or turn left Keep-Left Keep-Right Left Zig Zag Traffic No Entry No_Over_Taking Overtaking by trucks is prohibited Pedestrian Crossing Round-About Slippery Road Ahead
2.6k images 27 classes 1 model
248 images 221 classes 2 models
1.7k images 36 classes 2 models
8.8k images 178 classes 1 model
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
60 images 50 classes 1 model
Bad road surface Cattle on the road. Children Children Walking Crossing for pedestrians Crossroad side roads on the left and right Crossroad with a side road on the left Crossroad with side road on the right. Curve to the right Danger with no specific traffic sign. Deer on the road or unsafe for animal Dip in the road Double Curve Falling rocks Give away Give way Limited height Loose chippings on the road surface Low-flying aircrafts. Narrowing on the left
583 images 43 classes 1 model
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)
850 images 59 classes 1 model
crosswalk parking stop truck warning -Road narrows on right 50 mph speed limit Attention Please- Beware of children CYCLE ROUTE AHEAD WARNING Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Go Straight or Turn Right Go straight or turn left Keep-Left Keep-Right Left Zig Zag Traffic No Entry
7k images 78 classes 1 model
green person red yellow Ahead-Left Ahead-Left Ahead-Right Ahead-Right Cattle Compulsory Ahead Compulsory Ahead Compulsory Cycle Track Compulsory Keep Left Compulsory Keep Left Compulsory Keep Right Compulsory Keep Right Compulsory Left Turn Compulsory Left Turn Compulsory Right Turn Compulsory Right Turn