Assessing Active Learning Strategies to Improve the Quality Control of the Soybean Seed Vigor

• Published in: IEEE transactions on industrial electronics (1982) Vol. 68; no. 2; pp. 1675 - 1683
• Main Authors: Pereira, Douglas Felipe, Bugatti, Pedro Henrique, Lopes, Fabricio Martins, de Souza, Andre Luis Siqueira Marques, Saito, Priscila Tiemi Maeda
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Active learning; Annotations; Classification; image analysis; machine learning; Organizations; Pipelines; Proposals; Quality control; Soybeans; Supervised learning; tetrazolium test (TZ test); Training; Uncertainty

Seed companies increasingly seek excellence in production quality through rigorous processes, such as the tetrazolium test (TZ test) and the vigor definition. However, these are extremely laborious processes since it necessitates the experience of a specialist and the visual analysis of a considerab...