3.4k images
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image

Warning Road Sign recognition Computer Vision Project

Rabah Anakkachery

Updated 2 months ago

0

views

0

downloads
Tags
Object Detection
Classes (61)
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
Junction-on-the-left-and-right-sign
Keep-Left-Straight
Keep-right-Straight
Mandatory-Stop
Merging-traffic-ahead-on-the-left
Merging-traffic-ahead-on-the-right
Narrow-bridge-ahead
No-Entry
No-Motorbike
No-Parking
No-Truck
No-U-Turn
No-left-turn
No-overtaking
No-right-turn
No-slow-moving-vehicles
Obstacles
Obstruction
One-Way-Street
Other-Danger
Pass-either-side-Straight
Pedestrian-Crossing
Road-Hump
Road-narrows-ahead-from-the-left
Road-work
Roundabout-ahead
School-children-crossing
Side-road-junction-ahead-on-the-left
Side-road-junction-ahead-on-the-right
Slippery-road Speed-Limit
Staggered-junctions-ahead-first-on-the-right
T-junction-ahead
Towing-Zone
Traffic-light-ahead
Two-way-traffic-ahead
U-Turn
Vehicles-exceeding-30-tonnes-prohibited
Vehicles-exceeding-5-tonnes-prohibited
Width-limit-3.5-metres
Y-shaped-road-intersection
Description

Here are a few use cases for this project:

  1. Autonomous Driving Systems: The model could be used in self-driving cars to understand and obey various road signs, ensuring safe and effective navigation through different traffic scenarios.

  2. Driver Assisting Applications: A driving assistant app could use this model to help alert drivers in real-time about upcoming road signs, potentially improving safety and reducing accident risks.

  3. Traffic Management Systems: Municipalities could implement this model into surveillance cameras to monitor compliance with road signs and detect instances of dangerous driving.

  4. Virtual Reality Driving Simulators: This model could be used in a VR driving simulator to accurately replicate real-world road sign recognition, providing users with a more immersive learning experience.

  5. Educational Applications for Driving Test Preparation: The model could be used in applications designed to prepare new drivers for driving tests, enhancing their ability to recognize and understand different road signs.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            warning-road-sign-recognition-it42d_dataset,
                            title = { Warning Road Sign recognition Dataset },
                            type = { Open Source Dataset },
                            author = { Rabah Anakkachery },
                            howpublished = { \url{ https://universe.roboflow.com/rabah-anakkachery-tfr1l/warning-road-sign-recognition-it42d } },
                            url = { https://universe.roboflow.com/rabah-anakkachery-tfr1l/warning-road-sign-recognition-it42d },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { sep },
                            note = { visited on 2024-11-10 },
                            }

Similar Projects

See More