Difference between revisions of "Projects"
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=Archive= | =Archive= | ||
==TESSERA design documents== | ==TESSERA design documents== | ||
| − | *[https://docs.google.com/document/d/1JPmgYprgTqqhkOnjhpaYQxkV36dJE06yo_N56L01KEQ/edit?usp=sharing Computational cost estimation] | + | *[https://docs.google.com/document/d/1JPmgYprgTqqhkOnjhpaYQxkV36dJE06yo_N56L01KEQ/edit?usp=sharing Computational cost estimation] (deprecated) |
*[[Hyperparameters]] | *[[Hyperparameters]] | ||
* Ideas for [https://docs.google.com/document/d/11ocePehZ33d9WH35vHzuYrFCiOU_puuyHhU_rxHy4Fc/edit?usp=sharing Improving representations] | * Ideas for [https://docs.google.com/document/d/11ocePehZ33d9WH35vHzuYrFCiOU_puuyHhU_rxHy4Fc/edit?usp=sharing Improving representations] | ||
Latest revision as of 15:07, 17 October 2025
Current
Please follow this link
Archive
TESSERA design documents
- Computational cost estimation (deprecated)
- Hyperparameters
- Ideas for Improving representations
Downstream tasks
- Borneo Canopy Height Model, with ground truth from ALS scans collected by David Coomes's group
- Test accuracy of crop classification from the crop dataset for an important agricultural production region in Austria (the so-called ‘Marchfeld’), characterised by a large number of crops in widely different field sizes (JSTARS paper: https://ieeexplore.ieee.org/abstract/document/10592304).
- Combine embeddings/representations with GEDI rel height difference to compute AGB in Para state (Brazil)(RSE paper: https://www.sciencedirect.com/science/article/pii/S0034425725001786)
- Compare CHM in California with CHM obtained from ALS scans
- Compare burn scars in Sierra Nevada in California with ground truth labels from PANGAEA/US Forestry Service
- Above-ground biomass estimation in Finland
- Detect all the solar panels in the UK
