2015, Cross Validation and K-nearest Neighbors

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. However, Landsat 8 lower-resolution imagery could have been used as a bridge between 2015 and 2017.

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Build a crop segmentation machine learning model with Planet data and Amazon SageMaker geospatial capabilities

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