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Related Objects of Interest: pedestrian crossing , stop , give way , no entry , no parking , parking , stop_sign , speed limit 30 , no right turn , truck
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.


9900 images1 model
bicyclecrosswalkparkingstoptruckwarning-Road narrows on right50 mph speed limitAttention Please-Beware of childrenBridge AheadCYCLE ROUTE AHEAD WARNINGCross RoadsDangerous Left Curve AheadDangerous Rright Curve AheadEnd of all speed and passing limitsGive WayGive Way- YeildGo Straight Or LeftGo Straight Or Right


141 images1 model


2162 images2 models
1-U-turn10-No-entry11-Weight-limit-sign-5T12-Weight-limit-sign-30T13-Height-limit-sign-2.0m14-Height-limit-sign-3.0m15-Height-limit-sign-4.0m16-Height-limit-sign-5.0m17-Height-limit-sign-6.0m18-Speed-Limit-2019-Speed-Limit-302-Keep-right21-Speed-Limit-5022-Speed-Limit-6023-Speed-Limit-7024-Speed-Limit-8025-Speed-Limit-9026-Speed-Limit-11027-No-Entry-for-Vehicles-Exceeding-5T28-Heavy-vehicles-no-driving-on-the-right-lane


850 images1 model
crosswalkparkingstoptruckwarning-Road narrows on right50 mph speed limitAttention Please-Beware of childrenCYCLE ROUTE AHEAD WARNINGDangerous Left Curve AheadDangerous Rright Curve AheadEnd of all speed and passing limitsGive WayGo Straight or Turn RightGo straight or turn leftKeep-LeftKeep-RightLeft Zig Zag TrafficNo Entry


583 images1 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)


3285 images1 model


1830 images1 model


9899 images2 models
-Road narrows on right50 mph speed limitAttention Please-Beware of childrenCYCLE ROUTE AHEAD WARNINGDangerous Left Curve AheadDangerous Rright Curve AheadEnd of all speed and passing limitsGive WayGo Straight or Turn RightGo straight or turn leftKeep-LeftKeep-RightLeft Zig Zag TrafficNo EntryNo_Over_TakingOvertaking by trucks is prohibitedPedestrian CrossingRound-AboutSlippery Road Ahead


1636 images3 models


6007 images1 model


660 images2 models
roundaboutBumpChildrenCrosswindsCurveCyclistsDipDomestic animalsEnd of all previously signed restrictionsEnd of no overtakingEnd of no overtaking by heavy goods vehiclesEnd of priority roadEnd of speed limit 30End of speed limit zone 30Falling rocksFogGive wayGive way to oncoming trafficGreen lightHeight limit 3-5m


4039 images1 model


7032 images1 model


9938 images2 models
100 MAXIMUM SPEED RESTRICTION20 MAXIMUM SPEED RESTRICTION30 MAXIMUM SPEED RESTRICTION40 MAXIMUM SPEED RESTRICTION40 MINIMUM SPEED RESTRICTION45 MAXIMUM SPEED RESTRICTION50 MAXIMUM SPEED RESTRICTION60 MAXIMUM SPEED RESTRICTION60 MINIMUM SPEED RESTRICTION80 KPH80 MAXIMUM SPEED RESTRICTIONACCOMODATIONS HOTELAIRPORTALL TRAFFIC RIGHTANIMAL CROSSING AHEADANIMAL PROHIBITEDAREA CLOSEDBICYCLES LANESBRIDGE ROAD SIGNBUS ONLY LANE


168 images1 model


1302 images1 model


9647 images1 model
Bicycle laneBumpsBumps aheadBus stopCamera operation zoneCaution construction works aheadCaution damaged roadsCaution drive slowlyCaution flagman aheadChevron (left)Chevron (right)ChildrenCow nearbyCrossroadCrossroad on the leftCrossroad on the rightCrosswind areaDanger AheadDetourfollow arrowDouble Bend to Left Ahead


3520 images1 model
no entryno parkingpedestrian crossingroundaboutslippery roadstopall motor vehicle prohibitedaxle load limitcompulsary aheadcompulsary keep leftcompulsary keep rightcompulsary turn left aheadcompulsary turn right aheadcross roaddangerous dipfalling rocksgap in mediangive wayguarded level crossingheight limit


9274 images4 models
no entryno parkingpedestrian crossingroundaboutslippery roadstoptraffic signalLane-Linesall motor vehicle prohibitedaxle load limitbullock cart and hand cart prohibitedcattle aheadchevron directioncompulsary aheadcompulsary ahead or turn leftcompulsary ahead or turn rightcompulsary keep leftcompulsary keep rightcompulsary sound horncompulsary turn left ahead


9388 images2 models
-Road narrows on right50 mph speed limitAttention Please-Beware of childrenCYCLE ROUTE AHEAD WARNINGDangerous Left Curve AheadDangerous Rright Curve AheadEnd of all speed and passing limitsGive WayGo Straight or Turn RightGo straight or turn leftKeep-LeftKeep-RightLeft Zig Zag TrafficNo EntryNo_Over_TakingOvertaking by trucks is prohibitedPedestrian CrossingRound-AboutSlippery Road Ahead




523 images2 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'


1543 images2 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)




845 images1 model
200 mGo StraightGreen lightLeft TurnLeft Turn AheadMandatory Straight or Right Turn AheadNo EntryNo Left TurnNo Right TurnOrange lightPedestrian CrossingRed lightRight TurnRight Turn AheadSpeed Limit 10 km/hrSpeed Limit 100 km/hrSpeed Limit 110 km/hrSpeed Limit 120 km/hrSpeed Limit 130 km/hrSpeed Limit 15 km/hr


665 images2 models

