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Related Objects of Interest: car , bus , traffic light , truck , motorcycle , person , bicycle , stop , no entry , give way
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.
697 images 10 classes 1 model
9.9k images 60 classes 3 models
9.6k images 13 classes 1 model
9.9k images 56 classes 1 model
5.6k images 10 classes 1 model
200 images 18 classes 1 model
81 images 71 classes 1 model
fork Auto not permitted Big truck not permitted Caution Disabled Caution animals Caution children Caution cliff Caution falling rocks Caution road users Danger Dangerous Uphill Grade Dangerous downhill grade Keep left Keep right Lane Ends Merge left Lane Ends Merge right Low-lying road Maximum speed Motocycle not permitted Narrow bridge ahead
60 images 5 classes 1 model
800 images 15 classes 1 model
1.2k images 15 classes 2 models
44 images 6 classes 2 models
6.2k images 61 classes 2 models
1.6k images 12 classes 2 models
1.6k images 48 classes 3 models
ambulance biker bus car motorcycle pedestrian truck van -Road narrows on right 50 mph speed limit Attention Please- Beware of children CAR 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
632 images 6 classes 1 model
8.3k images 32 classes 1 model
142 images 79 classes 1 model
Ahead only Autotoll booth Autotoll traffic lane Bicycle / tricycle route Cross-harbour taxi stand, used with Sign 82 Cycling restriction - cyclists must dismount and push their cycles End of New Territories taxis operating area End of an expressway End of bus lane End of cycling restriction End of the prohibition, restriction or warning End of ʻno stoppingʼ restriction Give way to traffic on major road Green minibus stand Keep left Keep right Lantau taxi stand, used with Sign 82 Left lane shows bus lane for franchised and other buses during the time shown Left lane shows bus lane for franchised buses only during the time shown Length over which the prohibition or hazard exists
4.5k images 138 classes 1 model
Bicycle Lane Bicycle-Parking-Area Bicycle-Right Bump Sign Bus Lane Business Open During Construction Car Car Left Caution Concrete Road Barrier Crossing Dead End Detour Sign Disabled Parking Disabled Parking Spot Do Not Enter DoNot Honk End Speed limit 20 End Speed limit 40 Equipment Croossing Ahead
4.2k images 29 classes 1 model
Side Road On Left Speed Limit 80Km Tolls 1 km Ahead Crossroads Emergency Stopping Emergency Stopping 250m Give Way Height Limit 5-7m Hospital Ahead Junction Ahead Mosque Ahead No Overtaking No Pedestrians No Vehicle Entry Pedestrians Crossing Petrol Pump Ahead School Ahead Sharp Left Turn Sharp Right Turn Side Road On Right
4.7k images 34 classes 1 model
4k images 324 classes 1 model
bed cabinet mirror mobile sofa A black desk lamp on top of a desk next to white sheets of paper and a science poster A black laptop, a black computer screen, a gray and black keyboard and a computer mouse on top of a black desk and chair A black laptop, a black computer screen, a gray and black keyboard and a computer mouse on top of a desk A black laptop, a gray and black keyboard and a computer mouse on top of a white piece of paper on a desk A black laptop, some cables, a black computer screen on top of a desk A black stapler, some glasses and a black cable on a desk A blue and yellow can on top of a desk next to some white sheets of paper, a computer screen and a keyboard A blue chair and a black floor A blue vending machine A bottle of water on top of a desk next to a black chair A cabinet of folders A cabinet of folders and a chair A cabinet of folders and a window with curtains A cabinet of folders and some posters fixed on the wall A cabinet of folders and some white sheets and some chairs
1.9k images 30 classes 1 model
4k images 38 classes 1 model
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
4.7k images 36 classes 2 models
2k images 43 classes 1 model
Ahead only Beware of ice/snow Bicycles Crossing Bumpy Road Children Crossing 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 Left curve No entry No passing No passing for vehicles over 3.5 metric tons No vehicles