Related Objects of Interest: stop, no stopping, no entry, roundabout, give way, speed limit 30, slippery road, speed limit 50, road work, speed limit 60
Top End Computer Vision Models
The models below have been fine-tuned for various end 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 end detection model.
At the bottom of this page, we have guides on how to count ends in images and videos.
by kendrickxy
2312 images 119 classes
roundabout Bump Car breaking Children Crosswinds Curve Cyclist crossing Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of no parking zone End of priority road End of speed limit 30 End of speed limit zone 30 Entering city Exiting city Falling rocks
4320 images 127 classes
9647 images 87 classes
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
by kaushik
8015 images 78 classes
* 50% probability of horizontal flip * 50% probability of vertical flip * Random Gaussian blur of between 0 and 3.25 pixels * Randomly crop between 0 and 33 percent of the image * annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 100 120 21 22 23 24 25 26 27 28
by NSIT
1738 images 36 classes
1738 images 37 classes
by gtsrbanno
1621 images 48 classes
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
1738 images 36 classes
1738 images 36 classes
by project
142 images 79 classes
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
by college
3480 images 27 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random Gaussian blur of between 0 and 2.5 pixels * Random brigthness adjustment of between -25 and +25 percent * Resize to 640x640 (Stretch) * Salt and pepper noise was applied to 14 percent of pixels * annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 22 23 24 25 26 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Road Sign Detector - v7 Add blur and noise Roboflow is an end-to-end computer vision platform that helps you
by HvA
660 images 87 classes
roundabout Bump Children Crosswinds Curve Cyclists Dip Domestic animals End of all previously signed restrictions End of no overtaking End of no overtaking by heavy goods vehicles End of priority road End of speed limit 30 End of speed limit zone 30 Falling rocks Fog Give way Give way to oncoming traffic Green light Height limit 3-5m
9900 images 56 classes
by go4av05
8659 images 40 classes
* Random Gaussian blur of between 0 and 2.5 pixels * Random brigthness adjustment of between -25 and +25 percent * Random exposure adjustment of between -25 and +25 percent * Salt and pepper noise was applied to 5 percent of pixels * annotate, and create datasets * collaborate with your team on computer vision projects * collect & organize images * export, train, and deploy computer vision models * understand and search unstructured image data * use active learning to improve your dataset over time 17 18 19 20 21 22 23 24 25 26
1992 images 43 classes
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
by Emposo
6249 images 49 classes
1308 images 43 classes
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
by Clerusync
2675 images 120 classes
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
by Naveen
6565 images 36 classes
by sridhar
875 images 53 classes
801 images 43 classes