GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification

18 May 2025

Muhammad Shahzad

Mark van Kleunen

Papers citing "GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification"

15 / 15 papers shown

Title
Planted: a dataset for planted forest identification from multi-satellite time series L. M. Pazos-Outón Cristina Nader Vasconcelos Anton Raichuk Anurag Arnab Dan Morris Maxim Neumann 47 4 0 24 May 2024
PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests Charles Gaydon Floryne Roche 65 4 0 18 Apr 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing Zhecheng Wang R. Prabha Tianyuan Huang Jiajun Wu Ram Rajagopal 41 60 0 20 Dec 2023
BioCLIP: A Vision Foundation Model for the Tree of Life Samuel Stevens Jiaman Wu Matthew J Thompson Elizabeth G Campolongo Chan Hee Song ... Wasila M Dahdul Charles V. Stewart Tanya Berger-Wolf Wei-Lun Chao Yu-Chuan Su 56 68 0 30 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 117 6 0 01 Nov 2023
RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Fan Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 88 209 0 19 Jun 2023
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 104 3,355 0 16 Oct 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 83 161 0 07 Mar 2022
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 518 28,659 0 26 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 159 40,217 0 22 Oct 2020
High Performance I/O For Large Scale Deep Learning A. Aizman Gavin Maltby Thomas Breuel 29 33 0 07 Jan 2020
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 193 10,152 0 10 Jul 2018
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 116 1,779 0 10 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 304 129,831 0 12 Jun 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 194 8,030 0 13 Aug 2016