An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings ...
This repository provides the pytorch code for the paper "LAP-GAN: Label augmentation with perceptual loss for self-supervised text-to-image synthesis" by Yong Xuan Tan, Jit Yan Lim, Kian Ming Lim, ...
Abstract: Deep learning methods have recently made substantial advances in polarimetric synthetic aperture radar (PolSAR) image classification. However, supervised training relying on massive labeled ...
Recent breakthroughs in self-supervised Joint-Embedding Predictive Architectures (JEPAs) have established that regularizing Euclidean representations toward isotropic Gaussian priors yields provable ...
Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, Kollam, India Introduction: As artificial intelligence (AI) becomes increasingly embedded in educational environments, ...
This is an ongoing project for developing foundation models for the GEOPACHA web app. Use Pre-trained backbone (via Pytorch Hub) Launch Pre-training Zero-shot: Image to Image Retrieval Few-shot ...
Abstract: In recent years, change detection (CD) has achieved remarkable success through the use of deep learning. However, most existing methods rely on label teaching and thus have many limitations ...
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