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Top Road Datasets and Models
The datasets below can be used to train fine-tuned models for road 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 road datasets below.
2.3k images 11 classes
3.1k images 3 classes 3 models
64 images 64 classes
Alligator-Cracking Barrier-Ahead Compulsory-Ahead Compulsory-Ahead-Or-Turn-Left Compulsory-Ahead-Or-Turn-Right Compulsory-Bus-Stop Compulsory-Cycle-Track Compulsory-Keep-Left Compulsory-Sound-Horn Compulsory-Turn-Left Compulsory-Turn-Right Cross-Road Cycle-Crossing Cycle-Prohibited Give-Way Guarded-Level-Crossing Height-Limit Horn-Prohibited Left-Hair-Band Left-Hand-Curve
3.2k images 3 classes 3 models
9k images 20 classes 1 model
938 images 131 classes 1 model
2.8k images 4 classes
2.6k images 3 classes 1 model
3.6k images 3 classes 2 models
40 images 12 classes 1 model
3.4k images 61 classes 4 models
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
3.4k images 61 classes
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
100 images 19 classes
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
857 images 1 class 1 model
299 images 562 classes
5.8k images 49 classes
1.1k images 18 classes 3 models
1.9k images 9 classes 1 model
4.7k images 50 classes
397 images 9 classes 1 model
99k images 20 classes 2 models
2.5k images 5 classes
1.8k images 17 classes
0-Bicycle lanes completely separated from motor vehicle lanes 1-Bicycle lanes separated from motor vehicle lanes by guardrails 10-The existence of non-bicycle traffic entities 11-Riding on the sidewalk 12-Cyclist 13-E-bike rider 14-Tricycle rider 15-Wearing a helmet 16-Retrograde 2-Painted bicycle lanes separated from motor vehicle lanes 3-The existence of entrances and exits 4-Bike lane blocked 5-No height difference between sidewalks and bicycle lanes 6-The existence of a bus stop 7-Bad road conditions 8-Street parking 9-Presence of large vehicles