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Related Objects of Interest: stop , cautionary-sign , mandatory-sign , hotspot , informatory-sign , manhole , pedestrian-crossing , traffic-light , cctv , crack
Top Mandatory Datasets and Models
The datasets below can be used to train fine-tuned models for mandatory 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 mandatory datasets below.
5.7k images 15 classes 1 model
2.4k images 22 classes
577 images 35 classes
3.4k images 61 classes 4 models
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
3.4k images 61 classes
Bend-To-The-Left Camera-operation-zone Chevron-to-the-left Chevron-to-the-right Clearway-No-Stopping Crossroad Crosswinds Curve-Ahead Detour-to-the-left-sign Detour-to-the-right-sign Diverge Divided-road-begins Divided-road-ends Dosmetic-Animal-Crossing Exit-To-The-Left Exit-to-the-right Give-way-Priorty Go-straight-or-turn-left Heavy-vehicles-prohibited-in-the-right-lane Height-Limit
4.7k images 50 classes
605 images 2 classes 1 model
8.8k images 22 classes
1.8k images 43 classes
Ahead only Beware of ice/snow Bicycles crossing Bumpy road Children crossing Dangerous curve left Dangerous curve right Double curve End no passing veh>3.5 tons End of no passing End of speed limit (80km/h) End speed + passing limits General caution Go straight or left Go straight or right Keep left Keep right No entry No passing No passing veh over 3.5 tons
612 images 22 classes
5.5k images 13 classes 1 model
2.9k images 44 classes 3 models
Ahead only Beware of ice-snow Bicycles crossing Bumpy road Children crossing Dangerous curve to the left Dangerous curve to the right Double curve End of all speed and passing limits End of no passing End of no passing by vehicles over 3 End of no passing by vehicles over 3.5 metric tons End of speed limit -80 km-h- General caution Go straight or left Go straight or right Keep left Keep right No entry No passing
1.6k images 48 classes 1 model
no entry slippery road stop traffic signal ahead only beaware of icesnow bumpy road bycycle crossing children crossing dangerous curve left dangerous curve right double curve end no passingveh3.5 tons end no passingveh3.5 tons is prohipted end ofno passing general caution go stright or left go stright or right keep left keep right
5.2k images 46 classes
Ahead-only Beware-of-ice/snow Bicycles-crossing Bumpy-road Children-crossing Dangerous-curve-left Dangerous-curve-right Double-curve End-no-passing-veh->-3 End-no-passing-veh->-3.5-tons End-of-no-passing End-of-speed-limit-(80km/h) End-speed-+-passing-limits General-caution Go-straight-or-left Go-straight-or-right Keep-left Keep-right No-entry No-passing
299 images 22 classes
331 images 22 classes
2k images 20 classes 1 model
Right-of-way at intersection Road narrows on the right Road work Roundabout mandatory Slippery road Speed limit (100kmh) Speed limit (120kmh) Speed limit (20kmh) Speed limit (30kmh) Speed limit (50kmh) Speed limit (60kmh) Speed limit (70kmh) Speed limit (80kmh) Stop Traffic signals Turn left ahead Turn right ahead Veh 3.5 tons prohibited Wild animals crossing Yield
190 images 36 classes
Direction parking - Center left Direction parking - Center right Direction parking - behind Direction parking - up front Direction taxiway - up front Lighting - Taxiway Holding position Lighting 1 - Edges of taxiway Lighting 2 - Centerline taxiway Mandatory 5 - Surface painted holding position sign Marking - Direction taxiway - up right Marking - Enhanced taxiway centerline Marking - direction taxiway - center right Marking - direction taxiway - down left Marking - parking location Marking 1 - edges of taxiway Marking 3 - Taxiway Centerline Marking 4 - Location taxiway Marking 7 - Taxiway holding position Marking 8 - Runway/ Taxiway limit Marking 8 - Runway/Taxiway Limit
914 images 42 classes
no parking parking roundabout stop trafficlight bus stop crosswalk ahead crosswalk information end cyclelane end of parking end overtaking prohibition entry prohibited give way intersection side road left intersection side road right keep right mandatory left mandatory right no left turn no right turn
469 images 53 classes
845 images 29 classes 1 model
200 m Go Straight Green light Left Turn Left Turn Ahead Mandatory Straight or Right Turn Ahead No Entry No Left Turn No Right Turn Orange light Pedestrian Crossing Red light Right Turn Right Turn Ahead Speed Limit 10 km/hr Speed Limit 100 km/hr Speed Limit 110 km/hr Speed Limit 120 km/hr Speed Limit 130 km/hr Speed Limit 15 km/hr
604 images 2 classes 2 models
506 images 43 classes 2 models
Ahead only Beware of ice-snow Bicycles crossing Bumpy road Children crossing Dangerous curve to the left Dangerous curve to the right Double curve End of all speed and passing limits End of no passing End of no passing by vehicles over 3-5 metric tons End of speed limit (80km-h) General caution Go straight or left Go straight or right Keep left Keep right No entry No passing No passing for vehicles over 3-5 metric tons
805 images 10 classes 1 model
2.2k images 8 classes 3 models
3.1k images 61 classes
Bicycles-crossing Children-crossing Compulsory-Sound-Horn Danger-Ahead Dangerous-curve-to-the-left Dangerous-curve-to-the-right Dont-Go-Left Dont-Go-Left-or-Right Dont-Go-Right Dont-Go-straight Dont-Go-straight-or-Right Dont-Go-straight-or-left Dont-overtake-from-Left Fences Give-Way Go-Left Go-Left-or-right Go-Right Go-left-or-straight Go-right-or-straight
2k images 43 classes 1 model
Ahead only Beware of ice/snow Bicycles Crossing Bumpy Road Children Crossing Double curve End of all speed and passing limits End of no passing End of no passing by vehicles over 3.5 metric tons End of speed limit (80km/h) General caution Go straight or left Go straight or right Keep left Keep right Left curve No entry No passing No passing for vehicles over 3.5 metric tons No vehicles
1k images 9 classes 3 models
887 images 54 classes
0-20kmph-speed-limit 1-30kmph-speed-limit 2-50kmph-speed-limit 3-60kmph-speed-limit 4-70kmph-speed-limit 5-80kmph-speed-limit 6-80kmph-speed-limit-end 7-100kmph-speed-limit 8-120kmph-speed-limit 9-No-passing A-No-passing-trucks B-Right-of-way-at-next-intersection C-Main-road D-Yield E-stop F-No-vehicles G-No-truck H-No-entry I-General-caution J-Dangerous-curve-left
741 images 54 classes
'1-30kmph-speed-limit' '2-50kmph-speed-limit' '3-60kmph-speed-limit' '4-70kmph-speed-limit' '5-80kmph-speed-limit' '6-80kmph-speed-limit-end' '7-100kmph-speed-limit' '8-120kmph-speed-limit' '9-No-passing' 'A-No-passing-trucks' 'B-Right-of-way-at-next-intersection' 'C-Main-road' 'D-Yield' 'E-stop' 'F-No-vehicles' 'G-No-truck' 'H-No-entry' 'I-General-caution' 'J-Dangerous-curve-left' 'K-Dangerous-curve-right'
563 images 7 classes 2 models
753 images 7 classes 2 models
954 images 27 classes 1 model