{"url":"/dataset/extended-agriculture-vision","name":"Extended Agriculture-Vision","full_name":null,"description_markdown":"Extended Agriculture-Vision dataset comprises two parts:\r\n\r\n1. An improved version of the Agriculture-Vision dataset, including full-field farmland imagery, encourages the exploration of geo-information on a larger scale.\r\n\r\n2. Over three terabytes of high-resolution raw images across the US, aiming to inspire research in self-supervised learning in remote sensing and agriculture.\r\n\r\nExtended Agriculture-Vision identified 1200 fields from 2019-2020 growing seasons. Each image consists of RGB and Near-infrared (NIR) channels with resolutions as high as 10 cm per pixel.","description_withheld":null,"homepage":"https://github.com/jingwu6/Extended-Agriculture-Vision-Dataset","introduced_date":"2023-03-04","introduced_date_note":null,"introduced_by":{"paper":"/paper/extended-agriculture-vision-an-extension-of-a","title":"Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis","first_author":"Jing Wu","url":null},"license":null,"modalities":[],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Self-Supervised Learning","url":"/task/self-supervised-learning","datasets_with_task":"/datasets/task/self-supervised-learning"},{"name":"Contrastive Learning","url":"/task/contrastive-learning","datasets_with_task":"/datasets/task/contrastive-learning"}],"languages":[],"variants":["Extended Agriculture-Vision"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}