Related Objects of Interest: give way, stop, pedestrian crossing, no entry, no parking, slippery road, speed limit 30, men at work, no stopping, right hand curve
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 sidewalk
1672 images 8 classes
7980 images 73 classes
7973 images 73 classes
3520 images 56 classes
no entry no parking pedestrian crossing roundabout slippery road stop all motor vehicle 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 height limit
by HvA
660 images 87 classes
roundabout Bump Children Crosswinds Curve Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of priority road End of speed limit 30 End of speed limit zone 30 Falling rocks Fog Give way Give way to oncoming traffic Green light Height limit 3-5m
by traffic sign
4188 images 29 classes
Side Road On Left Speed Limit 80Km Tolls 1 km Ahead Crossroads Emergency Stopping Emergency Stopping 250m Give Way Height Limit 5-7m Hospital Ahead Junction Ahead Mosque Ahead No Overtaking No Pedestrians No Vehicle Entry Pedestrians Crossing Petrol Pump Ahead School Ahead Sharp Left Turn Sharp Right Turn Side Road On Right
by wazir
4880 images 45 classes
by Emposo
6249 images 49 classes
1636 images 48 classes
ambulance biker bus car motorcycle pedestrian truck van -Road narrows on right 50 mph speed limit Attention Please- Beware of children CAR 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
1994 images 46 classes
cat dog -Road narrows on right 50 mph speed limit Ambulance Attention Please- Beware of children Bus CYCLE ROUTE AHEAD WARNING Car 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 Motorcycle
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
by sign boards
9992 images 78 classes
no entry no parking pedestrian crossing roundabout slippery road stop traffic signal Lane-Lines 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
756 images 20 classes
stop sign No U-turn to the left No U-turn to the right No parking sign Right narrow radius curve sign Sign narrow radius curve left Sign narrow radius curve starting left Sign narrow radius curve starting right Sign prohibiting turning left Sign prohibiting turning right Sign to go left or right Sign winding curve starting left Sign winding curve starting right Tollway inspection stop sign left curve sign main road no entry sign right curve sign roundabout sign
by go4av05
8659 images 40 classes
* Random Gaussian blur of between 0 and 2.5 pixels * Random brigthness adjustment of between -25 and +25 percent * Random exposure adjustment of between -25 and +25 percent * Salt and pepper noise was applied to 5 percent of pixels * annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 17 18 19 20 21 22 23 24 25 26
4511 images 60 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