IEEE

Vision-Based Waste Classification for Handheld PET Bottles and Paper Using Convolutional Neural Network and Transfer Learning

Abstract: Most object classification models use steady images in a fully controlled environment as a dataset to get the highest possible accuracy. Existing classification systems aligned with waste ...
IEEE

Predicting the Lifespan of Lithium-Ion Batteries Using Machine Learning, Parameter Tuning and Model Ensembles (Invited Paper)

Abstract: Predictive maintenance is a critical task for modern systems and in the case of electric vehicles, it mostly focuses on predicting the lifespan of their rechargeable batteries. In this study ...