Build a crop segmentation machine learning model with Planet data and Amazon SageMaker geospatial capabilities
AWS Machine Learning Blog
SEPTEMBER 29, 2023
In this analysis, we use a K-nearest neighbors (KNN) model to conduct crop segmentation, and we compare these results with ground truth imagery on an agricultural region. The number of neighbors, a parameter greatly affecting the estimator’s performance, is tuned using cross-validation in KNN cross-validation.
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