6 papers · 1 filter
The Garbage Dataset (GD): A Multi-Class Image Benchmark for Automated Waste Segregation
Suman Kunwar
This study introduces the Garbage Dataset (GD), a publicly available image dataset designed to advance automated waste segregation through machine learning and computer vision. It…
DWaste: Greener AI for Waste Sorting using Mobile and Edge Devices
Suman Kunwar
The rise of convenience packaging has led to generation of enormous waste, making efficient waste sorting crucial for sustainable waste management. To address this, we developed DW…
Health Care Waste Classification Using Deep Learning Aligned with Nepal's Bin Color Guidelines
Suman Kunwar, Prabesh Rai
The increasing number of Health Care facilities in Nepal has added up the challenges on managing health care waste (HCW). Improper segregation and disposal of HCW leads to contamin…
Plastic Waste Classification Using Deep Learning: Insights from the WaDaBa Dataset
Suman Kunwar, Banji Raphael Owabumoye, Abayomi Simeon Alade
With the increasing use of plastic, the challenges associated with managing plastic waste have become more challenging, emphasizing the need of effective solutions for classificati…
Managing Household Waste through Transfer Learning
Suman Kunwar
As the world continues to face the challenges of climate change, it is crucial to consider the environmental impact of the technologies we use. In this study, we investigate the pe…
Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning
Suman Kunwar, Jannatul Ferdush
As the global population continues to expand, the demand for natural resources increases. Unfortunately, human activities account for 23% of greenhouse gas emissions. On a positive…