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Add VENμS
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robmarkcole committed May 3, 2024
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Expand Up @@ -103,7 +103,8 @@ As part of the [EU Copernicus program](https://en.wikipedia.org/wiki/Copernicus_
* [S2-SHIPS](https://github.com/alina2204/contrastive_SSL_ship_detection) -> all 12 channels
* [ChatEarthNet](https://github.com/zhu-xlab/ChatEarthNet) -> A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models, utilizes Sentinel-2 data with captions generated by ChatGPT
* [UKFields](https://github.com/Spiruel/UKFields) -> over 2.3 million automatically delineated field boundaries spanning England, Wales, Scotland, and Northern Ireland

* [ShipWakes](https://zenodo.org/records/7947694) -> Keypoints Method for Recognition of Ship Wake Components in Sentinel-2 Images by Deep Learning
* [TimeSen2Crop](https://zenodo.org/records/4715631) -> a Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop Type Classification

## Landsat
Long running US program -> see [Wikipedia](https://en.wikipedia.org/wiki/Landsat_program)
Expand All @@ -115,6 +116,13 @@ Long running US program -> see [Wikipedia](https://en.wikipedia.org/wiki/Landsat
* [Landsat-mosaic-tiler](https://github.com/kylebarron/landsat-mosaic-tiler) -> This repo hosts all the code for landsatlive.live website and APIs.
* [LandsatSCD](https://github.com/ggsDing/SCanNet/tree/main) -> a change detection dataset, it consists of 8468 pairs of images, each having the spatial resolution of 416 × 416

## VENμS
Vegetation and Environment monitoring on a New Micro-Satellite ([VENμS](https://en.wikipedia.org/wiki/VEN%CE%BCS))
* [VENUS L2A Cloud-Optimized GeoTIFFs](https://registry.opendata.aws/venus-l2a-cogs/)
* [VENuS cloud mask training dataset](https://zenodo.org/records/7040177)
* [Sen2Venµs](https://zenodo.org/records/6514159) -> a dataset for the training of Sentinel-2 super-resolution algorithms
* [sen2venus-pytorch-dataset](https://github.com/piclem/sen2venus-pytorch-dataset) -> torch dataloader and other utilities

## Maxar
Satellites owned by Maxar (formerly DigitalGlobe) include [GeoEye-1](https://en.wikipedia.org/wiki/GeoEye-1), [WorldView-2](https://en.wikipedia.org/wiki/WorldView-2), [3](https://en.wikipedia.org/wiki/WorldView-3) & [4](https://en.wikipedia.org/wiki/WorldView-4)
* [Maxar Open Data Program](https://github.com/opengeos/maxar-open-data) provides pre and post-event high-resolution satellite imagery in support of emergency planning, response, damage assessment, and recovery
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* SODA-A comprises 2513 high-resolution images of aerial scenes, which has 872069 instances annotated with oriented rectangle box annotations over 9 classes
* https://github.com/shaunyuan22/CFINet

## Sen2Venµs (sen2venus)
* https://zenodo.org/records/6514159 -> a dataset for the training of Sentinel-2 super-resolution algorithms
* [sen2venus-pytorch-dataset](https://github.com/piclem/sen2venus-pytorch-dataset) -> torch dataloader and other utilities

## EarthView from Satellogic
* https://huggingface.co/datasets/satellogic/EarthView
* Dataset for foundational models, with Sentinel 1 & 2 and 1m RGB
Expand Down Expand Up @@ -554,6 +558,7 @@ Since there is a whole community around GEE I will not reproduce it here but lis
* [TimeMatch](https://zenodo.org/records/5636422) -> dataset for cross-region adaptation for crop identification from SITS in four different regions in Europe
* [BirdSAT](https://github.com/mvrl/BirdSAT) -> Cross-View iNAT Birds 2021: This cross-view birds species dataset consists of paired ground-level bird images and satellite images, along with meta-information associated with the iNaturalist-2021 dataset.
* [OpenSARWake](https://github.com/libzzluo/OpenSARWake) -> A SAR ship wake rotation detection benchmark dataset.
* [TUE-CD](https://github.com/RSMagneto/MSI-Net) -> A change detection detection for building damage estimation after earthquake

## Kaggle
Kaggle hosts over > 200 satellite image datasets, [search results here](https://www.kaggle.com/search?q=satellite+image+in%3Adatasets).
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