YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count

no code implementations • 1 Apr 2024 • Mahmudul Islam Masum, Arif Sarwat, Hugo Riggs, Alicia Boymelgreen, Preyojon Dey

This paper presents a comparative study of object detection using YOLOv5 and YOLOv8 for three distinct classes: artemia, cyst, and excrement.

object-detection Object Detection

Combined Machine Learning and Physics-Based Forecaster for Intra-day and 1-Week Ahead Solar Irradiance Forecasting Under Variable Weather Conditions

no code implementations • 16 Mar 2023 • Hugo Riggs, Shahid Tufail, Mohd Tariq, Arif Sarwat

In this paper, a forecaster for irradiance prediction for intra-day is proposed.

Ensemble Learning Solar Irradiance Forecasting

Machine Learning in Generation, Detection, and Mitigation of Cyberattacks in Smart Grid: A Survey

no code implementations • 1 Sep 2020 • Nur Imtiazul Haque, Md Hasan Shahriar, Md Golam Dastgir, Anjan Debnath, Imtiaz Parvez, Arif Sarwat, Mohammad Ashiqur Rahman

Smart grid (SG) is a complex cyber-physical system that utilizes modern cyber and physical equipment to run at an optimal operating point.

BIG-bench Machine Learning