awesome-satellite-imagery-datasets
List of satellite image training datasets with annotations for computer vision and deep learning
https://github.com/eric-erki/awesome-satellite-imagery-datasets
Last synced: 24 days ago
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2. Object Detection
- Robicquet et al. 2016
- Robicquet et al. 2016
- **DOTA: Large-scale Dataset for Object Detection in Aerial Images v1.5**
- Xia et al. 2018
- Lam et al. 2018
- **Open AI Challenge: Aerial Imagery of South Pacific Islands**
- **NOAA Fisheries Steller Sea Lion Population Count**
- **Spacenet Rio De Janeiro Points of Interest Dataset**
- Robicquet et al. 2016
- **Cars Overhead With Context (COWC)**
- Mundhenk et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
- Robicquet et al. 2016
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5. Other Focus / Multiple Tasks
- **IEEE Data Fusion Contest 2019**
- Le Saux et al. 2019
- **IEEE Data Fusion Contest 2018**
- **DEEPGLOBE - 2018 Satellite Challange**
- Demir et al. 2018
- **TiSeLaC : Time Series Land Cover Classification Challenge**
- **Multi-View Stereo 3D Mapping Challenge**
- **Draper Satellite Image Chronology**
- **IEEE Data Fusion Contest 2019**
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1. Instance Segmentation
- Weir et al. 2019
- **Airbus Ship Detection Challenge**
- **Open AI Challenge: Tanzania**
- Link to data
- **Netherlands LPIS agricultural field boundaries**
- atom feed downloadlinks
- **Denmark LPIS agricultural field boundaries**
- **Spacenet Challenge Round 2 - Buildings**
- **Spacenet Challenge Round 1 - Buildings**
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3. Semantic Segmentation
- **Open AI Challenge: Caribbean**
- **Spacenet Challenge Round 5 - Road Network Extraction, Routing, Travel Time Estimation**
- **SEN12MS**
- Schmitt et al. 2018
- Mohajerani et al. 2019
- Baetens et al. 2019
- **Spacenet Challenge Round 3 - Roads**
- Van Etten et al. 2018
- **Urban 3D Challenge**
- **DSTL Satellite Imagery Feature Detection Challenge**
- Hughes, J.M. & Hayes D.J. 2014
- **Biome: L8 Cloud Cover Validation data**
- **Inria Aerial Image Labeling**
- **ISPRS Potsdam 2D Semantic Labeling Contest**
- **Agricultural Crop Cover Classification Challenge**
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4. Scene classification (chip/Image recognition)
- Sumbul et al. 2019
- **WiDS Datathon 2019 : Detection of Oil Palm Plantations**
- **So2Sat LCZ42**
- **Statoil/C-CORE Iceberg Classifier Challenge** - CORE, Jan 2018)*
- **Functional Map of the World Challenge**
- Christie et al. 2017
- **EuroSAT**
- Helber et al. 2017
- **Planet: Understanding the Amazon from Space**
- **RESISC45**
- Cheng et al. 2017
- **Deepsat: SAT-4/SAT-6 airborne datasets**
- Basu et al. 2015
- **UC Merced Land Use Dataset**
- Yang & Newsam 2010
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