Scientific Research Publishing

Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ()

An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...
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

A Label Propagation Strategy for CutMix in Multilabel Remote Sensing Image Classification

Abstract: The development of supervised deep learning-based methods for multilabel scene classification (MLC) is one of the prominent research directions in remote sensing (RS). However, collecting ...
IEEE

Integrating Deep Feature Extraction and SVM for Accurate LULC Mapping: A Mixed Learning Approach

Abstract: The research presents a hybrid LULC classification framework of the UC Merced dataset of 2,100 RGB images distributed across 21 classes, utilizing SMOTE to overcome class imbalance, and data ...
GitHub

intel-image-classification

90% accuracy resnet-like CNN from scratch for Intel Image Classification dataset WITHOUT transfer learning and with complex metrics.