From 1c38a0ca76c1deea18e00e7877f66daa61abb6bd Mon Sep 17 00:00:00 2001 From: Simon Donike Date: Fri, 17 Oct 2025 22:11:31 +0200 Subject: [PATCH 1/2] Add SEN2NAIP dataset Added link to SEN2NAIP dataset for super-resolution training. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index a4b5648..985d7b9 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ As part of the [EU Copernicus program](https://en.wikipedia.org/wiki/Copernicus_ * [Example loading sentinel data in a notebook](https://github.com/binder-examples/getting-data/blob/master/Sentinel2.ipynb) * [Analyzing Sentinel-2 satellite data in Python with Keras](https://github.com/jensleitloff/CNN-Sentinel) * [SEN2VENµS](https://zenodo.org/record/6514159#.YoRxM5PMK3I) -> a dataset for the training of Sentinel-2 super-resolution algorithms +* [SEN2NAIP](https://huggingface.co/datasets/tacofoundation/SEN2NAIPv2) -> Spatially and spectrally harmonized Sen-2 + NAIP dataset for 4x super-resolution training. * [Sen4AgriNet](https://github.com/Orion-AI-Lab/S4A) -> A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning, with and [models](https://github.com/Orion-AI-Lab/S4A-Models) * [sentinel2tools](https://github.com/QuantuMobileSoftware/sentinel2tools) -> downloading & basic processing of Sentinel 2 imagesry. Read [Sentinel2tools: simple lib for downloading Sentinel-2 satellite images](https://medium.com/geekculture/sentinel2tools-simple-lib-for-downloading-sentinel-2-satellite-images-f8a6be3ee894) * [open-sentinel-map](https://github.com/VisionSystemsInc/open-sentinel-map) -> The OpenSentinelMap dataset contains Sentinel-2 imagery and per-pixel semantic label masks derived from OpenStreetMap @@ -155,6 +156,7 @@ Vegetation and Environment monitoring on a New Micro-Satellite ([VENμS](https:/ * [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 From 7b6b45698658b9ec9fdac3a3100395b5ab31b037 Mon Sep 17 00:00:00 2001 From: Simon Donike Date: Fri, 17 Oct 2025 22:12:25 +0200 Subject: [PATCH 2/2] Clarify SEN2NAIP dataset description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 985d7b9..aa82bad 100644 --- a/README.md +++ b/README.md @@ -44,7 +44,7 @@ As part of the [EU Copernicus program](https://en.wikipedia.org/wiki/Copernicus_ * [Example loading sentinel data in a notebook](https://github.com/binder-examples/getting-data/blob/master/Sentinel2.ipynb) * [Analyzing Sentinel-2 satellite data in Python with Keras](https://github.com/jensleitloff/CNN-Sentinel) * [SEN2VENµS](https://zenodo.org/record/6514159#.YoRxM5PMK3I) -> a dataset for the training of Sentinel-2 super-resolution algorithms -* [SEN2NAIP](https://huggingface.co/datasets/tacofoundation/SEN2NAIPv2) -> Spatially and spectrally harmonized Sen-2 + NAIP dataset for 4x super-resolution training. +* [SEN2NAIP](https://huggingface.co/datasets/tacofoundation/SEN2NAIPv2) -> Spatially and spectrally harmonized Sen-2 + NAIP dataset for 4x RGB-NIR super-resolution. * [Sen4AgriNet](https://github.com/Orion-AI-Lab/S4A) -> A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning, with and [models](https://github.com/Orion-AI-Lab/S4A-Models) * [sentinel2tools](https://github.com/QuantuMobileSoftware/sentinel2tools) -> downloading & basic processing of Sentinel 2 imagesry. Read [Sentinel2tools: simple lib for downloading Sentinel-2 satellite images](https://medium.com/geekculture/sentinel2tools-simple-lib-for-downloading-sentinel-2-satellite-images-f8a6be3ee894) * [open-sentinel-map](https://github.com/VisionSystemsInc/open-sentinel-map) -> The OpenSentinelMap dataset contains Sentinel-2 imagery and per-pixel semantic label masks derived from OpenStreetMap