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Plant Species Prediction via Leaf Images by Kedar Sawant is a document available to read on EtoBox.

What is Plant Species Prediction via Leaf Images about?

This document proposes a novel approach for plant species prediction using leaf images. It uses transfer learning to extract features from leaf images using a pre-trained VGG16 CNN model. These features are then classified using machine learning classifiers like XGBoost and NuSVC, as well as an ensemble stacking classifier approach. The ensemble approach achieved high accuracy of over 99% on two plant image datasets.

Author

Kedar Sawant

Language

EN