Sertaç Demir

inota

Object Detection

inota Computer Vision Project

Images

2511 images
Explore Dataset

Here are a few use cases for this project:

  1. Autonomous Robots Navigation: This model can be used in autonomous robotics where a robot needs to recognize important classes such as other robots, humans or charging stations in its surroundings. With the ability to detect and distinguish between these objects, the robot can better navigate its environment and perform specific actions accordingly.

  2. Safety Monitoring in Industrial Settings: The "inota" model can be utilized in factories or industrial workplaces to monitor the interactions between humans and robots. By identifying when a human is near a robot or vice versa, it can help to ensure safety protocols are being followed to prevent accidents.

  3. Smart Charging Systems: In contexts where multiple robotic devices share common charging stations, the model could help manage the queue by identifying which robot is at the charging station, which is waiting, and where humans are in relation to the charging station for safety and efficiency purposes.

  4. Assisting in Synthetic Data Creation: The "inota" model can be used to assist in creating synthetic data of robots, humans, or charging stations. By understanding what each class looks like, it can synthesize new data for training other AI models or simulating different scenarios.

  5. Research and Development: For teams working on developing or improving robot-human interaction, the ability to identify humans, robots, and charging stations can aid in studying and refining their models. Real-time identification of these three classes can provide valuable data for such research.

Cite This Project

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

@misc{
                            inota_dataset,
                            title = { inota Dataset },
                            type = { Open Source Dataset },
                            author = { Sertaç Demir },
                            howpublished = { \url{ https://universe.roboflow.com/sertac-demir/inota } },
                            url = { https://universe.roboflow.com/sertac-demir/inota },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { feb },
                            note = { visited on 2024-03-19 },
                            }
                        

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Source

Sertaç Demir

Last Updated

2 years ago

Project Type

Object Detection

Subject

inota

Views: 94

Views in previous 30 days: 0

Downloads: 9

Downloads in previous 30 days: 0

License

Public Domain

Classes

charge_station human robot