Related Objects of Interest: stop, no entry, give way, pedestrian crossing, no stopping, no parking, turn left ahead, turn right ahead, roundabout, 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.
4320 images 127 classes
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
7195 images 74 classes
388 images 17 classes
9900 images 56 classes
5117 images 54 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 trafficsign
5156 images 24 classes
by Deloitte
8316 images 32 classes
by Xass
9900 images 120 classes
bicycle crosswalk parking stop truck warning -Road narrows on right 50 mph speed limit Attention Please- Beware of children Bridge Ahead CYCLE ROUTE AHEAD WARNING Cross Roads Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Give Way- Yeild Go Straight Or Left Go Straight Or Right
by Emposo
6249 images 49 classes
by Crickets
6558 images 52 classes
* 50% probability of horizontal flip * Auto-orientation of pixel data (with EXIF-orientation stripping) * Random rotation of between -15 and +15 degrees * Resize to 640x640 (Stretch) * 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 23 24 25 26 27 28 30 31 32 33
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
4039 images 38 classes
cat cow dog person -Road narrows on right 50 mph speed limit Attention Please- Beware of children CYCLE ROUTE AHEAD WARNING Cat Dangerous Left Curve Ahead Dangerous Rright Curve Ahead Dog Dogs End of all speed and passing limits Give Way Go Straight or Turn Right Keep-Left Keep-Right Left Zig Zag Traffic
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
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 Anton
9388 images 30 classes
-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
10000 images 29 classes
-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