Related Objects of Interest: stop, no entry, give way, no stopping, no parking, slippery road, speed limit 30, roundabout, pedestrian crossing, no right turn
Top Traffic Computer Vision Models
The models below have been fine-tuned for various traffic 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 traffic detection model.
At the bottom of this page, we have guides on how to count traffic in images and videos.
4354 images 75 classes
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
by Test
9483 images 62 classes
Bicycle lane Bumps Bumps ahead Bus stop Camera operation zone Chevron (left) Chevron (right) Children Construction sign Cow nearby Crossroad Crossroad on the left Crossroad on the right Crosswind area Double Bend to Left Ahead Double Bend to Right Ahead Expressway signs 1 Expressway signs 2 Flagman ahead Give way
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 kaushik
8015 images 78 classes
* 50% probability of horizontal flip * 50% probability of vertical flip * Random Gaussian blur of between 0 and 3.25 pixels * Randomly crop between 0 and 33 percent of the image * 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 100 120 21 22 23 24 25 26 27 28
60 images 50 classes
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
by basta
11900 images 17 classes
100kph Maximum Speed Limit 20T 4.27 Height Limit 40kph Maximum Speed Limit 50kph Maximum Speed Limit 60kph Minimum Speed Limit Approaching to Intersection Divided Road Ahead Give Way Half Y Junction Merging Traffic No Overtaking No Parking No U Turn Pass Either Side Road Narrows Left Turn Right Ahead
by kendrickxy
2312 images 119 classes
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
by Stop sign
84 images 8 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
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
588 images 47 classes
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
9900 images 56 classes
by Gi Inn
1514 images 37 classes
by trafficsign
5156 images 24 classes
by AICW
475 images 6 classes
by CAP
6007 images 53 classes
bicycle -Road narrows on right Attention Please- Beware of children Bridge Ahead Cross Roads Dangerous Left Curve Ahead Dangerous Rright Curve Ahead Give Way Go Straight or Turn Right Go straight or turn left Green Light Keep-Left Keep-Right Land Sliding Left Zig Zag Traffic No Entry No Horn No Parking No Right Turn
by Kevin
211 images 6 classes
854 images 5 classes
by sridhar
875 images 53 classes
by TrafficSign
845 images 29 classes
200 m Go Straight Green light Left Turn Left Turn Ahead Mandatory Straight or Right Turn Ahead No Entry No Left Turn No Right Turn Orange light Pedestrian Crossing Red light Right Turn Right Turn Ahead Speed Limit 10 km/hr Speed Limit 100 km/hr Speed Limit 110 km/hr Speed Limit 120 km/hr Speed Limit 130 km/hr Speed Limit 15 km/hr
7195 images 74 classes