A Deep Learning-Based System (Microscan) for the Identification of Pollen Development Stages and Its Application to Obtaining Doubled Haploid Lines in Eggplant

The development of double haploids (DHs) is a straightforward path for obtaining pure lines but has multiple bottlenecks. Among them is the determination of the optimal stage of pollen induction for androgenesis. In this work, we developed Microscan, a deep learning-based system for the detection an...

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Bibliographic Details
Published in:Biology
Main Authors: Edgar García-Fortea, Ana García-Pérez, Esther Gimeno-Páez, Alfredo Sánchez-Gimeno, Santiago Vilanova, Jaime Prohens, David Pastor-Calle
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Subjects:
androgenesis
anther culture
microspores
RetinaNet
<i>Solanum melongena</i>
Online Access:https://www.mdpi.com/2079-7737/9/9/272

Internet

https://www.mdpi.com/2079-7737/9/9/272

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