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Add link to doc on STDL tech website
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cleherny committed Jan 24, 2024
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# Automatic detection and observation of mineral extraction sites in Switzerland

The project aims to perform automatic detection of mineral extraction sites (MES, also referred as quarry in this project) on georeferenced raster images of Switzerland over several years. A deep learning approach is used to train a model achieving a **f1 score of about 80%** (validation dataset), enabling accurate detection of MES over time. Detailed documentation of the project and results can be found on the [STDL technical website](https://github.com/swiss-territorial-data-lab/stdl-tech-website/tree/master/docs/PROJ-DQRY). <br>
The project aims to perform automatic detection of mineral extraction sites (MES, also referred as quarry in this project) on georeferenced raster images of Switzerland over several years. A deep learning approach is used to train a model achieving a **f1 score of about 80%** (validation dataset), enabling accurate detection of MES over time. Detailed documentation of the project and results can be found on the [STDL technical website](https://tech.stdl.ch/PROJ-DQRY-TM/). <br>

**TOC**
- [Overview](#overview)
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