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 Transport
1946 images 7 classes
1123 images 7 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 Raj Das
6040 images 36 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * 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 20 21 22 23 24 25 26 27 28 29 30
4320 images 127 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
9900 images 56 classes
by LaMaSaVe
9727 images 10 classes
object tricycle 3A_GROUP2 - v1 2023-11-07 1:50pm ============================== Minibus Overload Detection - v2 2023-05-19 12:08am Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow.com on November 23, 2023 at 12:48 AM GMT This dataset was exported via roboflow.com on September 1, 2023 at 8:49 AM GMT Tricy-Prototype - v1 2023-11-07 10:40pm undefined
by LaMaSaVe
8860 images 7 classes
object ============================== Bicycle - v3 2023-10-07 2:30pm COCO_Capstone - v1 2023-05-18 12:47pm Emegency Vehicle detection - v3 2023-10-27 10:18am Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow.com on November 5, 2023 at 1:16 AM GMT
by LaMaSaVe
9950 images 18 classes
bicycle bus motorcycle person tricycle truck van * collaborate with your team on computer vision projects * collect & organize images * understand and search unstructured image data ============================== Car PH Vehicles - v1 2023-02-06 5:17pm Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow.com on November 18, 2023 at 7:00 AM GMT emergency vehicle jeepney undefined
by bcvt
9760 images 33 classes
* Auto-orientation of pixel data (with EXIF-orientation stripping) * Random Gaussian blur of between 0 and 1.5 pixels * Random rotation of between -15 and +15 degrees * 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 21 22 23 24 25 26 27 28 29 30
by Emposo
6249 images 49 classes
by LaMaSaVe
9985 images 14 classes
object * collaborate with your team on computer vision projects * collect & organize images 0 1 3 5 ============================== Emegency Vehicle detection - v3 2023-10-27 10:18am HorizontalTricycle - v1 2023-09-15 1:28pm Roboflow is an end-to-end computer vision platform that helps you This dataset was exported via roboflow.com on October 19, 2023 at 4:47 PM GMT Vehicle Class Specification - v11 2023-10-17 8:35pm undefined
by ocrdetection
325 images 132 classes
dot * 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 - 0 1 19 2 20 21 22 23 24 25
by Speed sgins
5127 images 34 classes
Bien giam toc--yeild- Den do Den giao thong Den vang Di Thang Duong cam Stop canh bao queo phai canh bao queo trai den xanh duoc queo phai duong uu tien end limit 30km-h end limit 40km-h end limit 50km-h end limit 60km-h end limit 70km-h end limit 80km-h gioi han toc do 10km-h gioi han toc do 120km-h
by iitp
2300 images 13 classes
object * collaborate with your team on computer vision projects * collect & organize images 3 5 ============================== Pothole Roboflow is an end-to-end computer vision platform that helps you Speed 100 Speed 120 This dataset was exported via roboflow.com on October 16, 2023 at 7:27 AM GMT Warning yolo_5 - v2 2023-05-19 1:23pm
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