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Update README.md
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robmarkcole committed Jul 29, 2022
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Expand Up @@ -1171,6 +1171,7 @@ GANS are famously used for generating synthetic data, see the section [Synthetic
Efforts to detect falsified images & deepfakes. Also checkout [Synthetic data](https://github.com/robmarkcole/satellite-image-deep-learning#synthetic-data)
* [UAE-RS](https://github.com/YonghaoXu/UAE-RS) -> dataset that provides black-box adversarial samples in the remote sensing field
* [PSGAN](https://github.com/xuxiangsun/PSGAN) -> code for paper: Perturbation Seeking Generative Adversarial Networks: A Defense Framework for Remote Sensing Image Scene Classification
* [SACNet](https://github.com/YonghaoXu/SACNet) -> code for 2021 [paper](https://ieeexplore.ieee.org/document/9573256): Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification

## Autoencoders, dimensionality reduction, image embeddings & similarity search
* [Autoencoders & their Application in Remote Sensing](https://towardsdatascience.com/autoencoders-their-application-in-remote-sensing-95f6e2bc88f) -> intro article and example use case applied to SAR data for land classification
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