Calculation of the Germination Rate of Maize Seeds Using Automatic Seeded Region Growing and Convolutional Neural Networks

Name: Calculation of the Germination Rate of Maize Seeds Using Automatic Seeded Region Growing and Convolutional Neural Networks
Creator: Fabio Janoni Carvalho
Published: 2026-02-23T20:14:50.898Z
Keywords: Seed Germination, Neural Network

Janoni Carvalho, Fabio; Gonçalves Manzan, José Ricardo

doi:10.17632/rw6pd88r88.1

Calculation of the Germination Rate of Maize Seeds Using Automatic Seeded Region Growing and Convolutional Neural Networks

Published: 23 February 2026| Version 1 | DOI: 10.17632/rw6pd88r88.1

Contributors:

Fabio Janoni Carvalho, José Ricardo Gonçalves Manzan

Description

A dataset designed for segmenting maize seeds with an algorithm separate from the classifier, enabling CNN-based classification of seeds as germinated or non-germinated and estimation of the germination rate directly from the image.

Calculation of the Germination Rate of Maize Seeds Using Automatic Seeded Region Growing and Convolutional Neural Networks

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