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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.
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
2.5k images 5 classes
2.5k images 5 classes
40 images 101 classes
Ahead only Beginning of zone with 30km/h speed limit Beginning of zone with 30km/h speed limit;tilt:A Beginning of zone with 30km/h speed limit;tilt:B Beginning of zone with 30km/h speed limit;tilt:B;twist:D Beginning of zone with 30km/h speed limit;tilt:C Beginning of zone with 30km/h speed limit;tiltB Bicycle lane Bicycles prohibited Bicycles prohibited;dirt:D;sticker:D;tilt:C;paint:D Bus stop Children crossing;paint:a Children crossing;sticker:A;paint:A;dirt:A;tilt:A Closed to all vehicles (both directions) Dead end street Designated for charging of electric vehicles;tilt:B End of 30km/h zone End of cycles and mopeds zone End of lane End of zone with 30km/h speed limit;tilt:A
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
5.3k images 6 classes 2 models
554 images 15 classes 1 model
3.6k images 89 classes
complementary--both-directions--g1 complementary--chevron-left--g1 complementary--chevron-left--g2 complementary--chevron-left--g4 complementary--chevron-right--g1 complementary--chevron-right--g5 complementary--extent-of-prohibition-area-both-direction--g1 complementary--go-left--g1 complementary--one-direction-left--g1 complementary--one-direction-right--g1 complementary--tow-away-zone--g1 complementary--trucks--g1 information--central-lane--g1 information--children--g1 information--disabled-persons--g1 information--food--g2 information--hospital--g1 information--limited-access-road--g1 information--living-street--g1 information--motorway--g1
368 images 6 classes
6.5k images 17 classes 1 model
8.8k images 22 classes
50 images 10 classes 1 model
50 images 10 classes 1 model
163 images 30 classes 1 model
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
10k images 16 classes 5 models