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Related Objects of Interest: road , bus , car , truck , crosswalk , no stopping , bike , person , slow , traffic-light
Top Lane Computer Vision Models
The models below have been fine-tuned for various lane 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 lane detection model.
At the bottom of this page, we have guides on how to count lanes in images and videos.
766 images 22 classes 1 model
126 images 7 classes 1 model
63 images 9 classes 3 models
63 images 9 classes 3 models
8.1k images 35 classes 2 models
pothole Aligator Crack Alligator Crack Alligator_Crack_FP Block Crack Block_Crack_FP Bumps_Sags_FP Corner_Break_RP Divided_Slab_Crack_RP Durability_Crack_RP Edge_Crack_FP Joint_RP Joint_Spalling_RP Lane Longitudinal Crack Linear_Crack_RP Longitudinal Crack Longitudinal_Crack_FP Manhole_Cover Miscellanious_Crack_FP Patch_Utility_Cut_FP
9.6k images 87 classes 1 model
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
176 images 20 classes 1 model
288 images 6 classes 2 models
247 images 14 classes 1 model
531 images 68 classes 2 models
169 images 17 classes 2 models
Alligator crack – High Alligator crack – Low Block crack – High Block crack – Low Faded marking – High Faded marking – Low Lane shoulder drop-off – High Linear crack – High Linear crack – Low Manhole - Patch and utility cut- high Patch and utility cut- low Pothole – High Pothole – Low Raveling – Low Weathering – High Weathering – Low
234 images 5 classes 2 models
875 images 53 classes 1 model
339 images 7 classes 2 models
878 images 9 classes 1 model
393 images 10 classes 1 model
523 images 30 classes 2 models
'Animal-Crossing-Sign' 'Bicycle-Crossing-Sign' 'Do-Not-Enter' 'Hospital-Sign' 'Keep-Left-Sign' 'Keep-Right-Sign' 'Lane-Use-Control' 'Merge-Sign' 'No Left Trun' 'No RightTrun' 'No-Overtaking-Sign' 'No-Parking' 'No-U-Trun-Sign' 'One-Way-Sign' 'Pedestrian-Crossing-Sign' 'Public-Phone' 'Railroad-Crossing' 'Road-Work-Ahead-Sign' 'School-Zone-Sign' 'Slippery-Road-Sign'
233 images 8 classes 2 models
1.2k images 15 classes 2 models
95 images 5 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
2.7k images 120 classes 1 model
Agricultural Vehicles Area Reserved for Buses Axle Load Limit Bus Lane Bus Parking Area Bus Stop Bus Stop Ahead Buses Only Car Park Children Warning Combined Curves Left Cone Signs Cross Road On Priority Road Cross Walk Cross Winds Curve Chevron Cycle Route Ahead Cyclist Only Danger Plate Delineators