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Related Objects of Interest: bus , stop , traffic light , car , truck , crosswalks , no entry , person , bicycles , motorcycles
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.
6.5k images 44 classes 1 model
10-speed-restriction 100-speed-restriction 20-speed-restriction 30-speed-restriction 40-speed-restriction 50-speed-restriction 60-speed-restriction 70-speed-restriction 80-speed-restriction All-traffic-must-turn-left All-traffic-must-turn-right Approach-to-intersection Bike-lane Children-crossing Children-crossing-2 Do-not-block-intersection Give-Way Hospital Hump Intersection-ahead
850 images 59 classes 1 model
crosswalk parking stop truck warning -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
8.4k images 12 classes 3 models
6.5k images 44 classes 1 model
10-speed-restriction 100-speed-restriction 20-speed-restriction 30-speed-restriction 40-speed-restriction 50-speed-restriction 60-speed-restriction 70-speed-restriction 80-speed-restriction All-traffic-must-turn-left All-traffic-must-turn-right Approach-to-intersection Bike-lane Children-crossing Children-crossing-2 Do-not-block-intersection Give-Way Hospital Hump Intersection-ahead
8.6k images 11 classes 1 model
161 images 8 classes 1 model
4k images 7 classes 2 models
6.2k images 10 classes 1 model
766 images 8 classes 1 model
665 images 14 classes 2 models
Bus-Stop Children-Present-or-Crossing-Ahead Double-Bend-to-Left-Ahead Double-Bend-to-Right-Ahead Left-Bend-Ahead Narrow-Bridge-or-Culvert-Ahead Pedestrian-Crossing Pedestrian-Crossing-Ahead Right-Bend-Ahead Stop Stop-Ahead T-Junction-Ahead Traffic-From-Left-Merges-Ahead Traffic-From-Right-Merges-Ahead
787 images 11 classes 2 models
1.9k images 11 classes 1 model
5.7k images 11 classes 2 models
1.3k images 43 classes 1 model
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
64 images 20 classes 1 model
6.2k images 49 classes 1 model
9.5k images 40 classes 1 model
Attention Please Barrier Ahead Beware of children CYCLE ROUTE AHEAD WARNING Dangerous Left Curve Ahead Dangerous Right Curve Ahead End of all speed and passing limits Go Straight or Turn Right Go straight or turn left Keep-Left Keep-right Left Zig Zag Traffic No Entry Overtaking by trucks is prohibited Parking Pedestrian Crossing Road narrows on right Round-About Slippery Road Ahead Speed Limit 100 KMPh
1.9k images 12 classes 1 model
255 images 49 classes 3 models
3.1k images 6 classes 1 model
878 images 9 classes 1 model
9.4k images 30 classes 2 models
-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
10k images 29 classes 1 model
-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
9.9k images 29 classes 2 models
-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
9.9k images 30 classes 1 model
-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
4.2k images 10 classes 1 model
1.1k images 8 classes 4 models
3.5k images 52 classes 7 models
6.6k images 36 classes 1 model