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

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

18 May 2025

Muhammad Shahzad

Mark van Kleunen

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

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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 153 8 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 209 7 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 170 116 0 20 Dec 2023
BioCLIP: A Vision Foundation Model for the Tree of LifeComputer Vision and Pattern Recognition (CVPR), 2023 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 207 144 0 30 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoringEnvironmental Data Science (EDS), 2023 Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 406 14 0 01 Nov 2023
RemoteCLIP: A Vision Language Foundation Model for Remote SensingIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fan Liu Delong Chen Zhan-Rong Guan Xiaocong Zhou Jiale Zhu Qiaolin Ye Liyong Fu Jun Zhou VLM 369 403 0 19 Jun 2023
LAION-5B: An open large-scale dataset for training next generation image-text modelsNeural Information Processing Systems (NeurIPS), 2022 Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 508 4,383 0 16 Oct 2022
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 244 234 0 07 Mar 2022
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.9K 39,376 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 1.2K 53,038 0 22 Oct 2020
High Performance I/O For Large Scale Deep Learning A. Aizman Gavin Maltby Thomas Breuel 187 39 0 07 Jan 2020
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 1.6K 11,915 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 412 2,085 0 10 Oct 2017
Attention Is All You NeedNeural Information Processing Systems (NeurIPS), 2017 Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 2.3K 156,353 0 12 Jun 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Katharina Eggensperger ODL 836 9,355 0 13 Aug 2016