GitHub

IGN LiDAR HD Processing Library

A comprehensive Python library for processing French IGN LiDAR HD data into machine learning-ready datasets. Features include GPU acceleration, rich geometric features, RGB/NIR augmentation, and ...
IEEE

Design of a Generic Fault Diagnosis Model for Electrical Distribution Networks Using a Support Vector Machine (SVM) Algorithm

Abstract: This article presents the design and implementation of a generic model for fault diagnosis in electrical distribution networks, based on the Support Vector Machine (SVM) algorithm. The ...
IEEE

MT4AFE: A Deep Learning Benchmark Dataset for Agricultural Field Extraction

Abstract: This letter introduces multitask learning for agricultural field extraction (MT4AFE), a new large-scale dataset dedicated to the semantic segmentation of agricultural fields. MT4AFE consists ...
Frontiers

The impact of machine learning on ethological neuroscience

Machine learning is revolutionizing behavioral neuroscience by enabling the study of animal behavior with greater ecological validity while maintaining experimental rigor. Traditional manual ...