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Related Objects of Interest: car , person , stop , traffic light , truck , no parking , falling rocks , no entry , pedestrian crossing , steep ascent
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.
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
4.3k images 127 classes 1 model
7.2k images 74 classes 1 model
5.1k images 54 classes 1 model
1.3k images 8 classes 1 model
1.3k images 8 classes 1 model
1k images 10 classes 1 model
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
3.7k images 13 classes 1 model
10k images 78 classes 1 model
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
660 images 87 classes 2 models
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
2.8k images 8 classes 1 model
9.5k images 38 classes 1 model
1.3k images 89 classes 1 model
600 images 10 classes 1 model
10k images 16 classes 5 models
9.3k images 78 classes 4 models
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
99k images 20 classes 2 models
2.4k images 11 classes 1 model
105k images 22 classes 4 models
746 images 9 classes 3 models
4.2k images 12 classes 1 model
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
9.5k images 62 classes 1 model
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
4.4k images 9 classes 2 models
85 images 47 classes 1 model