and Rasterio, which allow the visualization and processing of geospatial data directly within a Python notebook environment. Common ML libraries such as OpenCV or scikit-learn are also used to perform crop segmentation using KNN classification, and these a...
The image processing code was implemented in Python, utilizing the OpenCV module to make all the necessary steps. The OpenCV version used for this research was 4.2.0. 3.4. Image Processing To identify the center of the vineyard row, a three-stage image processing approach is implemented, ...