583 images
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image
Dataset Image

Road Sign Detection 2 Computer Vision Project

VJTests

Updated 3 months ago

0

views

0

downloads
Tags
Object Detection
Classes (112)
1.1
1.11
1.12
1.2
1.20
1.23.1
1.24
1.27
1.28
1.29
1.30
1.32
1.33
1.34
1.37
1.39
1.4.1
1.4.2
1.4.3
1.4.5
1.5.2
2.1
2.2
2.3
2.4
2.5
3.1
3.12
3.18
3.2
3.21
3.22
3.23
3.24
3.25
3.29
3.3
3.30
3.31
3.32
3.34
3.35
3.43
3.8
4.1
4.10
4.11
4.14
4.17
4.2
4.4
4.6
4.7
4.8
4.9
5.10.2
5.11
5.12
5.18
5.20.1
5.20.2
5.21.1
5.21.2
5.29
5.31.2
5.32.1
5.32.3
5.36
5.38.1
5.38.2
5.40.1
5.40.2
5.42.1
5.43
5.44
5.45.1
5.47.1
5.48
5.5
5.6
5.69
5.7.1
5.8
5.9
6.10
6.11
6.15
6.16
6.23
6.6
6.7.1
6.8
7.1.1
7.14
7.16
7.18
7.2.1
7.2.2
7.2.4
7.24
7.3.1
7.3.2
7.3.3
7.5.1
7.5.3
7.5.4
7.5.6
7.6.1
7.6.4
7.7
7.8
7.9
Description

Here are a few use cases for this project:

  1. Navigational Assistance: This model can be integrated into navigation applications or GPS systems to provide real-time information on the road signs that route encompasses. This allows users to have advanced information about the road ahead.

  2. Autonomous Vehicles: Self-driving cars require continuous understanding of surroundings to operate efficiently and safely. The "Road Sign Detection" model can greatly contribute by enabling the vehicle to recognize and interpret a vast range of road signs. This ensures compliance with traffic rules and enhances road safety.

  3. Virtual Driving Simulators: In creating driving simulators for training and testing purposes, the model can be applied to allow the virtual environment to recognize and respond to road traffic signs. It enhances the realism and effectiveness of such training platforms.

  4. Road Planning and Management: Municipalities or transport bodies can use this model to map and monitor the placement and visibility of road signs. It can help to identify missing or obscured signs, and can contribute to effective traffic management and safety.

  5. Enhanced Surveillance Systems: Road cameras equipped with this model can detect violations of traffic sign rules and record necessary data for law enforcement. For example, ignoring stop signs, exceeding speed limitations, etc.

Supervision

Build Computer Vision Applications Faster with Supervision

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

Cite This Project

LICENSE
Public Domain

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

                        @misc{
                            road-sign-detection-2-bs4gp-lurch_dataset,
                            title = { Road Sign Detection 2 Dataset },
                            type = { Open Source Dataset },
                            author = { VJTests },
                            howpublished = { \url{ https://universe.roboflow.com/vjtests/road-sign-detection-2-bs4gp-lurch } },
                            url = { https://universe.roboflow.com/vjtests/road-sign-detection-2-bs4gp-lurch },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { aug },
                            note = { visited on 2024-11-16 },
                            }

Similar Projects

See More