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Machine Learning

ML for geospatial conservation analysis

3point.xyz

Abstract

We demo open machine learning analysis and tools

Keywords:machine learningdatageospatialfoss

1Case

According to Kerner et al. (2024) crop field boundaries are foundational datasets for agricultural monitoring and assessments but are expensive to collect manually.

References
  1. Kerner, H., Chaudhari, S., Ghosh, A., Robinson, C., Ahmad, A., Choi, E., Jacobs, N., Holmes, C., Mohr, M., Dodhia, R., & others. (2024). Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation. arXiv Preprint arXiv:2409.16252.