Abstract: In agriculture, environmental science, and land resource management, soil analysis is crucial. The ability to extract detailed data from soil images has recently become possible thanks to ...
This repository contains five integrated mini-projects that comprehensively cover Image Processing and Computer Vision fundamentals. Each assignment addresses real-world problems using Python with ...
An end-to-end plant phenotyping library: load multi-band TIFFs or standard RGB images, build composites, segment plants with BRIA RMBG, extract texture / vegetation / morphology features, and write ...
Abstract: This exploratory study evaluates Gaussian blur as a baseline smoothing technique to reduce noise in digital plant images. Using Python with OpenCV, NumPy, Matplotlib, and scikit-image, we ...
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