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Related Objects of Interest: pothole , speed bump , manhole , car , bus , person , stop , truck , unmarked bump , bicycle lane
Top Bump Datasets and Models
The datasets below can be used to train fine-tuned models for bump 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 bump datasets below.
9.9k images 70 classes
bike bus car motor person rider traffic sign train truck car_ahead cross walk information--pedestrians-crossing--g1 not_relevant green not_relevant red not_relevant yellow regulatory--give-way-to-oncoming-traffic--g1 regulatory--go-straight--g1 regulatory--go-straight-or-turn-left--g1 regulatory--go-straight-or-turn-right--g1 regulatory--keep-left--g1
9.9k images 71 classes
bike bus car motor person rider traffic light traffic sign train truck car_ahead cross walk information--pedestrians-crossing--g1 not_relevant green not_relevant red not_relevant yellow regulatory--give-way-to-oncoming-traffic--g1 regulatory--go-straight--g1 regulatory--go-straight-or-turn-left--g1 regulatory--go-straight-or-turn-right--g1
9.9k images 71 classes
bike bus car motor person rider traffic light traffic sign train truck car_ahead cross walk information--pedestrians-crossing--g1 not_relevant green not_relevant red not_relevant yellow regulatory--give-way-to-oncoming-traffic--g1 regulatory--go-straight--g1 regulatory--go-straight-or-turn-left--g1 regulatory--go-straight-or-turn-right--g1
10k images 70 classes
bike bus car motor person rider traffic sign train truck cross walk information--pedestrians-crossing--g1 not_relevant green not_relevant red not_relevant yellow regulatory--give-way-to-oncoming-traffic--g1 regulatory--go-straight--g1 regulatory--go-straight-or-turn-left--g1 regulatory--go-straight-or-turn-right--g1 regulatory--keep-left--g1 regulatory--keep-right--g1
84 images 52 classes 1 model
+ . 0 1 2 3 4 5 6 7 8 9 A defect will be classified as Bump Defect if : A defect will be classified as Bump surface damage if : A defect will be classified as Die top sise chip/peeling if : A defect will be classified as Particle if : Adaptive Histogram Mode AdaptiveHistogram Area(um2) is greater than or equal to Big Area Status - Bright {area , μ}
2.8k images 8 classes 3 models
1.4k images 23 classes 1 model
1.4k images 23 classes 1 model
6.9k images 12 classes 1 model
1.3k images 3 classes 1 model
3k images 8 classes 1 model
5.8k images 49 classes
2.5k images 5 classes
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
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
163 images 30 classes 1 model
2.4k images 6 classes
4.2k images 62 classes
10 km/h Speed Limit 100 km/h Speed Limit 20 km/h Speed Limit 30 km/h Speed Limit 40 km/h Speed Limit 50 km/h Speed Limit 60 km/h Speed Limit 80 km/h Speed Limit Added Lane (left) Advisory speed 20 Bicycle Lane Bicycles Only Bus Lane Curve to left Curve to right End Clearway End Roadwork End of Shared Zone End of road Curve marker Give Way to Pedestrians
4.2k images 44 classes
10 km/h Speed Limit 100 km/h Speed Limit 20 km/h Speed Limit 30 km/h Speed Limit 40 km/h Speed Limit 50 km/h Speed Limit 60 km/h Speed Limit 80 km/h Speed Limit Added Lane (left) Advisory speed 20 Bicycle Lane Bicycles Only Bus Lane End Clearway End of Shared Zone Give way Give way at roundabout Island curve marker (right) Keep Left Keep Right
4.2k images 62 classes
10 km/h Speed Limit 100 km/h Speed Limit 20 km/h Speed Limit 30 km/h Speed Limit 40 km/h Speed Limit 50 km/h Speed Limit 60 km/h Speed Limit 80 km/h Speed Limit Added Lane (left) Advisory speed 20 Bicycle Lane Bicycles Only Bus Lane Curve to left Curve to right End Clearway End Roadwork End of Shared Zone End of road Curve marker Give Way to Pedestrians
4.2k images 62 classes
10 km/h Speed Limit 100 km/h Speed Limit 20 km/h Speed Limit 30 km/h Speed Limit 40 km/h Speed Limit 50 km/h Speed Limit 60 km/h Speed Limit 80 km/h Speed Limit Added Lane (left) Advisory speed 20 Bicycle Lane Bicycles Only Bus Lane Curve to left Curve to right End Clearway End Roadwork End of Shared Zone End of road Curve marker Give Way to Pedestrians
4.2k images 62 classes
10 km/h Speed Limit 100 km/h Speed Limit 20 km/h Speed Limit 30 km/h Speed Limit 40 km/h Speed Limit 50 km/h Speed Limit 60 km/h Speed Limit 80 km/h Speed Limit Added Lane (left) Advisory speed 20 Bicycle Lane Bicycles Only Bus Lane Curve to left Curve to right End Clearway End Roadwork End of Shared Zone End of road Curve marker Give Way to Pedestrians
282 images 26 classes 1 model
516 images 3 classes 1 model
5.6k images 7 classes 1 model