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Related Objects of Interest: pedestrian crossing , stop , give way , no parking , parking , no entry , speed limit 30 , roundabout , no stopping , speed limit 50
Top Pedestrian Crossing Computer Vision Models
The models below have been fine-tuned for various pedestrian crossing 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 pedestrian crossing detection model.
At the bottom of this page, we have guides on how to count pedestrian crossings in images and videos.
531 images 68 classes 2 models
3.3k images 24 classes 1 model
798 images 6 classes 2 models
141 images 31 classes 1 model
2.4k images 9 classes 1 model
875 images 53 classes 1 model
1.5k images 43 classes 2 models
animals (danger) bend (danger) bend left (danger) bend right (danger) construction (danger) cycles crossing (danger) danger (danger) give way (other) go left (mandatory) go left or straight (mandatory) go right (mandatory) go right or straight (mandatory) go straight (mandatory) keep left (mandatory) keep right (mandatory) no entry (other) no overtaking (prohibitory) no overtaking (trucks) (prohibitory) no traffic both ways (prohibitory) no trucks (prohibitory)
665 images 14 classes 2 models
Bus-Stop Children-Present-or-Crossing-Ahead Double-Bend-to-Left-Ahead Double-Bend-to-Right-Ahead Left-Bend-Ahead Narrow-Bridge-or-Culvert-Ahead Pedestrian-Crossing Pedestrian-Crossing-Ahead Right-Bend-Ahead Stop Stop-Ahead T-Junction-Ahead Traffic-From-Left-Merges-Ahead Traffic-From-Right-Merges-Ahead
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'
615 images 4 classes 4 models
1.7k images 65 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
3.5k images 52 classes 7 models
1.1k images 12 classes 1 model
9.9k images 56 classes 1 model
168 images 23 classes 1 model
6.2k images 49 classes 1 model
4.5k images 58 classes 2 models
no entry no parking pedestrian crossing roundabout slippery road stop all motor vehicle prohibited all-motor-vehicles-prohibited axle load limit compulsary ahead compulsary keep left compulsary keep right compulsary turn left ahead compulsary turn right ahead cross road dangerous dip falling rocks gap in median give way guarded level crossing
1.1k images 24 classes 1 model
Compulsory Left Compulsory Right Give way Horn Prohibited Hump Ahead Left Turn Prohibited No Parking No Stopping or Parking Overtaking Prohibited Pedestrian Crossing Right Turn Prohibited Right reverse bend Road-Signs-detection Roundabout School Ahead Side Road Right Speed Limit 100 Speed Limit 30 Speed Limit 50 Stop
4.3k images 127 classes 1 model
493 images 4 classes 2 models
7k images 30 classes 1 model
9.9k images 30 classes 1 model
-Road narrows on right 50 mph speed limit Attention Please- Beware of children CYCLE ROUTE AHEAD WARNING Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Go Straight or Turn Right Go straight or turn left Keep-Left Keep-Right Left Zig Zag Traffic No Entry No_Over_Taking Overtaking by trucks is prohibited Pedestrian Crossing Round-About Slippery Road Ahead
8.8k images 178 classes 1 model
100m from concealed level crossing 2 lane usage and direction overview 200m from concealed level crossing 3 lane usage and direction overview 300m from concealed level crossing Ahead only Begin of a residential area Begin of a zone with speed limit 30 Begin of a zone with speed limit 40 Begin of expressway Begin of zone where parking is prohibited Bicycle Bus Stop Buses prohibited Camping site ahead Cars not allowed - prohibited Cattle crossing Caution, cyclists ahead Children crossing the road Circular mirror
583 images 43 classes 1 model
animals (danger) bend (danger) bend left (danger) bend right (danger) construction (danger) cycles crossing (danger) danger (danger) give way (other) go left (mandatory) go left or straight (mandatory) go right (mandatory) go right or straight (mandatory) go straight (mandatory) keep left (mandatory) keep right (mandatory) no entry (other) no overtaking (prohibitory) no overtaking (trucks) (prohibitory) no traffic both ways (prohibitory) no trucks (prohibitory)
850 images 59 classes 1 model
crosswalk parking stop truck warning -Road narrows on right 50 mph speed limit Attention Please- Beware of children CYCLE ROUTE AHEAD WARNING Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Go Straight or Turn Right Go straight or turn left Keep-Left Keep-Right Left Zig Zag Traffic No Entry
7k images 78 classes 1 model
green person red yellow Ahead-Left Ahead-Left Ahead-Right Ahead-Right Cattle Compulsory Ahead Compulsory Ahead Compulsory Cycle Track Compulsory Keep Left Compulsory Keep Left Compulsory Keep Right Compulsory Keep Right Compulsory Left Turn Compulsory Left Turn Compulsory Right Turn Compulsory Right Turn
50 images 18 classes 1 model
921 images 5 classes 1 model
1.3k images 34 classes 1 model