Related Objects of Interest: stop, no stopping, no entry, roboflow is an end-to-end computer vision platform that helps you, road work, roundabout, slippery road, speed limit 30, ==============================, give way
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 Transport
1996 images 6 classes
3529 images 40 classes
by Emposo
5614 images 50 classes
3299 images 40 classes
3324 images 39 classes
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 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 susanti
2447 images 22 classes
object * 50% probability of horizontal flip * 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 20 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Roboflow is an end-to-end computer vision platform that helps you Signals are annotated in YOLO v5 PyTorch format. The dataset includes 2587 images. The following augmentation was applied to create 3 versions of each source image: The following pre-processing was applied to each image: This dataset was exported via roboflow.com on November 25, 2023 at 12:38 AM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com
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
1758 images 36 classes
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 Yolo
122 images 122 classes
All motor vehicles prohibited Animals Axle load limit Barrier Blind persons likely on road ahead Built-up area Bullock cart and hand cart prohibited Bullock cart prohibited Bump Chevron Children Compulsory ahead Compulsory ahead or turn left Compulsory ahead or turn right Compulsory cycle track Compulsory keep left Compulsory minimum speed Compulsory sound horn Compulsory turn left Compulsory turn left ahead
by Tizi
7120 images 15 classes
- - 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 For state of the art Computer Vision training notebooks you can use with this dataset- Roboflow is an end-to-end computer vision platform that helps you Self-Driving Cars - v6 Version 4 - Prescan - 416x416 Signs are annotated in YOLOv8 format. The dataset includes 4969 images. This dataset was exported via roboflow.com on October 20- 2023 at 9-18 AM GMT To find over 100k other datasets and pre-trained models- visit https-universe.roboflow.com visit https-github.com-roboflow-notebooks
640 images 82 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 21 22 23 24 25 26 27 28 29 30
by Emposo
6249 images 49 classes
by ANPR
4000 images 32 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 21 22 23 24 25 26 27 28 29 30
by tfg
8040 images 20 classes
* Random rotation of between -15 and +15 degrees * 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 18 19 ============================== For state of the art Computer Vision training notebooks you can use with this dataset, Grad_Project - v3 2023-03-16 3:09am Roboflow is an end-to-end computer vision platform that helps you The dataset includes 8077 images. The following augmentation was applied to create 3 versions of each source image: The following pre-processing was applied to each image: This dataset was exported via roboflow.com on March 16, 2023 at 12:52 PM GMT To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com Traffic-Signs are annotated in YOLOv8 format. visit https://github.com/roboflow/notebooks
by Rohith Pai
83 images 75 classes
600 images 48 classes
elephant fox monkey pig tiger * 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 21 22 23 24 25
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
by Traffic
1958 images 1876 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Resize to 416x416 (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 100 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 101
by LAPPLEAING
28 images 30 classes
No entry for all vehicles No entry for animal-drawn vehicles No entry for bicycles and mopeds No entry for buses No entry for goods vehicles No entry for handcarts No entry for motor cycles No entry for pedestrians No entry for power driven agricultural vehicles No entry for trailers other than semitrailers or single axle trailer No entry for vehicles having one axle load exceedingshowen 2t limit No entry for vehicles with cross weight exceeding showen 5t limit No entry for vehicles with overall height exceeding 3 No entry for vehicles with overall height exceeding 3.5m limit No entry for vehicles with overall length exceeding 10 limit No entry for vehicles with overall width exceeding 2m limit No left turn No overtaking by all vehicels No overtaking by goods vehicels No rightturn
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
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 LaMaSaVe
7646 images 7 classes