Related Objects of Interest: stop, car, person, traffic light, falling rocks, steep ascent, give way, no parking, pedestrian crossing, speed limit 30
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.
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
4320 images 127 classes
7195 images 74 classes
5117 images 54 classes
by Capstone
1274 images 8 classes
by Flood
1271 images 8 classes
by autory
1009 images 10 classes
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
3671 images 13 classes
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
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
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
1311 images 89 classes
by msleews
600 images 10 classes
by vikas
9274 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