Related Objects of Interest: stop, give way, slippery road, no entry, roundabout, no parking, no stopping, parking, pedestrian crossing, speed limit 30
Top Traffic Datasets and Models
The datasets below can be used to train fine-tuned models for traffic detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.
At the bottom of this page, we have guides on how to train a model using the traffic datasets below.
by f
86 images 46 classes
Bus stop Cycle track Dip Filling station Guarded level crossing ahead Height limit-3.5m Hotel Keep left Level crossing countdown marker Narrow road Ngã Ba No Left turn No entry No entry for Trucks No entry for bicycles No entry for motor vehicles No entry for pedestrians No parking No passing No vehicles in both directions
4354 images 75 classes
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
by Test
9483 images 62 classes
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
9647 images 87 classes
Bicycle lane Bumps Bumps ahead Bus stop Camera operation zone Caution construction works ahead Caution damaged roads Caution drive slowly Caution flagman ahead Chevron (left) Chevron (right) Children Cow nearby Crossroad Crossroad on the left Crossroad on the right Crosswind area Danger Ahead Detourfollow arrow Double Bend to Left Ahead
200 images 55 classes
by Rohith Pai
83 images 75 classes
by Yolo
122 images 122 classes
All motor vehicles prohibited Animals Axle load limit Barrier Blind persons likely on road ahead Built-up area Bullock cart and hand cart prohibited Bullock cart prohibited Bump Chevron Children Compulsory ahead Compulsory ahead or turn left Compulsory ahead or turn right Compulsory cycle track Compulsory keep left Compulsory minimum speed Compulsory sound horn Compulsory turn left Compulsory turn left ahead
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
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
3240 images 21 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * 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 19 20 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, No image augmentation techniques were applied. Roboflow is an end-to-end computer vision platform that helps you The dataset includes 3385 images. The following pre-processing was applied to each image: This dataset was exported via roboflow.com on May 24, 2023 at 4:29 PM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com Traffic-Signs are annotated in YOLOv8 format. new_classes - v8 2023-05-24 7:26pm
by Kier
961 images 41 classes
Give-Priority Hospital Parking-area Parking-or-Stopping-Prohibited Passing-Prohibited Stop-Sign Turn-Left-Prohibited Turn-Right-Prohibited U-turn-Prohibited crosswalk-ahead dead-end intersection-of-main-route-and-sub-route-from-the-left intersection-of-main-route-and-sub-route-from-the-right main-route-ahead main-route-and-sub-route-intersection mandatory-Direction-to-the-Left-Side mandatory-Forward-Direction mandatory-Left-Turn mandatory-Right-Turn mandatory-Turn-Right-or-Left
by thesis
11410 images 17 classes
100kph Maximum Speed Limit 20T 4.27 Height Limit 40kph Maximum Speed Limit 50kph Maximum Speed Limit 60kph Minimum Speed Limit Approaching to Intersection Divided Road Ahead Give Way Half Y Junction Merging Traffic No Overtaking No Parking No U Turn Pass Either Side Road Narrows Left Turn Right Ahead
by m
165 images 46 classes
Ahead only Beware of ice/snow Bicyclescrossing Bumpy road Children crossing Dangerous curve left Dangerous curve right Double curve End no passing vehicle > 3 End no passing vehicle > 3.5 tons End of no passing End speed + passing limits General caution Go straight or left Go straight or right Keep left Keep right No entry No passing No passing veh over 3
135 images 53 classes