INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Studies indicate that the largest contributor to pollution is discarded plastic trash, which is one of the most worrying environmental concerns. Wildlife along the coast, the ecology, the stability of the ecosystem, and local economies are all at risk due to these plastics. This would inevitably have an impact on marine life as well as human life. The most popular techniques for detecting and measuring plastics have several drawbacks despite being effective. As a result, it's critical to embrace alternative techniques that make use of cutting-edge technology and make it simple for us to recognise and remove plastics. For the purpose of locating and classifying the plastics, we examined the YOLO v5 deep learning object identification methods in this research. The datasets are made using plastic photographs that can be found online. The dataset's image count can be increased with the aid of image augmentation. The performance of the algorithm is examined, and the results are drawn with an explanation of the Mean Average Precision of YOLO v5.
Keywords:
Deep Learning,YOLOv5,Object Detection Algorithm
Cite Article:
"Plastic Waste Detection using YOLOv5 Deep Learning Object Detection Algorithm", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 3, page no.b10-b16, March-2023, Available :http://www.ijnrd.org/papers/IJNRD2303103.pdf
Downloads:
000118747
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn