Nota Bota

Traffic Object

Object Detection

Traffic Object Computer Vision Project

TRY THIS MODEL
Drop an image or

Images

4588 images
Explore Dataset

Here are a few use cases for this project:

  1. Autonomous Driving Software: The "Traffic Object" model can be used to train self-driving vehicles to recognize different traffic objects such as cars, motorcycles, speed limit signs, and traffic lights.

  2. Traffic Flow Analysis: It can be applied in understanding and analyzing traffic flow in different areas by identifying the types of vehicles, their movement, and traffic signals.

  3. Traffic Rules Compliance Monitoring: Municipalities can use this model to monitor compliance with traffic regulations such as following speed limits and obeying No U-Turn or No Entry signs.

  4. Augmented Reality Navigation Apps: In AR-based navigation applications, this model can be used to enhance the user's understanding of the road conditions ahead – for example, identifying a car accident or ambulance ahead and advising an alternate route.

  5. Security Surveillance: The model can aid in security surveillance in traffic-heavy areas by identifying vehicles and other traffic objects. It can specifically detect suspicious activities like unauthorized parking, rudimentary vehicles in forbidden zones, or identify unattended objects at intersections or crosswalks.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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

@misc{
                            traffic-object-oyifo_dataset,
                            title = { Traffic Object Dataset },
                            type = { Open Source Dataset },
                            author = { Nota Bota },
                            howpublished = { \url{ https://universe.roboflow.com/nota-bota/traffic-object-oyifo } },
                            url = { https://universe.roboflow.com/nota-bota/traffic-object-oyifo },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-02-23 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Traffic Object project in your project.

Source

Nota Bota

Last Updated

7 months ago

Project Type

Object Detection

Subject

traffic-object

Classes

Double_bend_right No_right_turn No_u_turn Speed_limit_30km Speed_limit_40km Speed_limit_50km Speed_limit_60km Speed_limit_70km Speed_limit_80km Speed_limit_90km Traffic_light_red accident ambulance bicycle bus car car-accident crosswalk cyclo double_bend_right excavator fork_road green_traffic_light licence motorcycle narrow_road no_entry no_left_turn no_right_turn no_u_turn parking_sign person red_traffic_light rudimentary speed_limit_30km speed_limit_40km speed_limit_50km truck

Views: 1321

Views in previous 30 days: 13

Downloads: 86

Downloads in previous 30 days: 1

License

CC BY 4.0