Related Objects of Interest: stop, no entry, give way, no stopping, pedestrian crossing, priority road, keep right, turn left ahead, turn right ahead, speed limit 30
Top End Datasets and Models
The datasets below can be used to train fine-tuned models for end 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 end datasets below.
by sridhar
875 images 53 classes
6449 images 53 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 Horn No Left Turn No Overtaking
3240 images 21 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 640x640 (Stretch) * 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 19 20 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, No image augmentation techniques were applied. Roboflow is an end-to-end computer vision platform that helps you The dataset includes 3385 images. The following pre-processing was applied to each image: This dataset was exported via roboflow.com on May 24, 2023 at 4:29 PM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com Traffic-Signs are annotated in YOLOv8 format. new_classes - v8 2023-05-24 7:26pm
by traffic sign
9871 images 29 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random brigthness adjustment of between -25 and 0 percent * Resize to 640x640 (Stretch) * 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 20 21 22 23 24 25 26 27 28 ============================== For state of the art Computer Vision training notebooks you can use with this dataset,
2564 images 58 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 1000x1000 (Stretch) * 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 19 20 21 22 23 24 25 26 27 28 29 30
by Emposo
5614 images 50 classes
by Dung Le
1828 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
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 TDTU
1068 images 31 classes
5574 images 85 classes
by Crickets
6558 images 52 classes
* 50% probability of horizontal flip * Auto-orientation of pixel data (with EXIF-orientation stripping) * Random rotation of between -15 and +15 degrees * Resize to 640x640 (Stretch) * 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 23 24 25 26 27 28 30 31 32 33
by Xass
9900 images 120 classes
bicycle crosswalk parking stop truck warning -Road narrows on right 50 mph speed limit Attention Please- Beware of children Bridge Ahead CYCLE ROUTE AHEAD WARNING Cross Roads Dangerous Left Curve Ahead Dangerous Rright Curve Ahead End of all speed and passing limits Give Way Give Way- Yeild Go Straight Or Left Go Straight Or Right
by Traffic Sign
588 images 47 classes
roundabout Ahead Only Beware of Snow/Ice Bumpy Road Cautionary Road Sign Crossroads Ahead Cycle Crossing End-of-no-passing Give way Left Zigzag Bend No Entry No Overtaking No Overtaking By Heavy Goods Vehicles No Speed Limit No Trucks Allowed No Vehicles Other Danger Prevents Vehicles From Entering Priority Intersection Sign Priority Road
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 Usman Ahmed
2205 images 21 classes
1 100 mph speed limit 120 mph speed limit 20 mph speed limit 30 mph speed limit 40 mph speed limit 50 mph speed limit 60 mph speed limit 70 mph speed limit 80 mph speed limit 90 mph speed limit Cross Walk End of all limits No over taking Round About Speed Bumps Ahead Stop Sign Traffic Light keep left keep right
3529 images 40 classes
3299 images 40 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
3324 images 39 classes
by AutoSight
577 images 40 classes
Crossing-for-pedestrians-warning-ahead Deer-crossing-in-area End-of-the-overtaking-prohibition Give-way-to-all-traffic No-entry One-way-traffic Overtaking-not-allowed Pedestrian-crossing-people-can-cross Poor-road-surface-area Priority-road Priority-road-ends Road-bends-to-the-left Road-bends-to-the-left-then-right Road-bends-to-the-right Road-bends-to-the-right-then-left SL-10 SL-100 SL-110 SL-120 SL-130
213 images 28 classes
by Traffic sign
200 images 29 classes
-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