Major TOM: Expandable Datasets for Earth Observation

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Major TOM: Expandable Datasets for Earth Observation

19 February 2024

Alistair Francis

Mikolaj Czerkawski

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Papers citing "Major TOM: Expandable Datasets for Earth Observation"

11 / 11 papers shown

Title
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery Konstantin Klemmer Esther Rolf Caleb Robinson Lester Mackey M. Rußwurm SSL 109 78 0 28 Nov 2023
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation Michael Schmitt S. A. Ahmadi Yonghao Xu G. Taşkın Ujjwal Verma F. Sica Ronny Hansch 61 26 0 30 Oct 2023
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction Mikolaj Czerkawski Alistair Francis 70 9 0 27 Sep 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 200 3,493 0 16 Oct 2022
Open High-Resolution Satellite Imagery: The WorldStrat Dataset -- With Application to Super-Resolution Julien Cornebise Ivan Orsolic F. Kalaitzis 66 58 0 13 Jul 2022
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal Patrick Ebel Yajin Xu M. Schmitt Xiaoxiang Zhu 77 92 0 24 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 485 15,734 0 20 Dec 2021
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning G. Marchisio P. Helber B. Bischke T. Davis Çaglar Senaras D. Zanaga R. Van De Kerchove A. Wania 99 6 0 05 Oct 2021
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data Oscar Manas Alexandre Lacoste Xavier Giró-i-Nieto David Vazquez Pau Rodríguez López 74 266 0 30 Mar 2021
Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery Patrick Ebel A. Meraner M. Schmitt Xiaoxiang Zhu 49 114 0 16 Sep 2020
BigEarthNet: A Large-Scale Benchmark Archive For Remote Sensing Image Understanding Gencer Sumbul Marcela Charfuelan Begüm Demir Volker Markl 94 454 0 16 Feb 2019