YOLOBOAT:Machine learning based water cleaning boat using YOLO algorithm

Q: How many days will it take for my paper to be published?

The review time for papers is not fixed. However, if the paper is accepted and the author completes the processing charges formalities, the paper will be published within a few working days.

Q: I would like to receive a hard copy of the journal materials. Are there any additional charges?

You can log in to the author portal and pay 500 INR to receive the hard copy materials.

Nitin Sharma; Shivam Kumar; Varsha R Habbu; Impana Reddy; Dr. Kiran Agarwal Gupta

YOLOBOAT:Machine learning based water cleaning boat using YOLO algorithm

Authors: Nitin Sharma , Shivam Kumar, Varsha R Habbu, Impana Reddy, Dr. Kiran Agarwal Gupta

Unique Paper ID: 160561
Volume: 10
Issue: 1
PageNo: 921-926

Keywords: Machine learning YOLO intersection of union dataset annotation floating waste

Abstract:
Due to urbanization,solid waste littering is an increasing concern for lakes, possibly threatening human health, ecological integrity, and ecosystem services. Water body management in urban landscapes requires best management practices To tackle this problem in an efficient way, we have developed a YOLOBOAT to detect,collect and segregate floating waste in water bodies in real time and make them garbage-free. It is a vision-based surveillance machine learning boat system that integrates raspberry pi and other sensors for real time debris monitoring and waste collection in relatively calm waters like lakes to replace manual cleaning of lakes. Model is trained on a custom dataset using YOLO v5 for object detection.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 10
Issue: 1
PageNo: 921-926

YOLOBOAT:Machine learning based water cleaning boat using YOLO algorithm

Available:https://ijirt.org/article?manuscript=160561

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now