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Manya Afonso, PhD

    20192019
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    Fingerprint Dive into the research topics where Manya Afonso is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

    • 4 Similar Researchers
    Greenhouse Mathematics
    Tomato Mathematics
    Color Space Mathematics
    Greenhouses Engineering & Materials Science
    neural networks Agriculture & Biology
    Cameras Engineering & Materials Science
    potatoes Agriculture & Biology
    Spraying Engineering & Materials Science

    Research Output 2019 2019

    Blackleg Detection in Potato Plants using Convolutional Neural Networks

    Afonso, M. V., Blok, P. M., Polder, G., van der Wolf, J. M. & Kamp, J. A. L. M., 2019. 6 p.

    Research output: Contribution to conference › Paper › Academic › peer-review

    Open Access
    neural networks
    potatoes
    tubers
    Pectobacterium
    Dickeya

    Deep learning based plant part detection

    Chauhan, A., Afonso, M. V. & Barth, R., 27 Jul 2019, Book of Abstracts European Federation for Information Technology in Agriculture, Food and the Environment (EFITA) 2019. EFITA, p. 40-40 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Abstract

    Deep learning
    1 Citation (Scopus)

    Detection of tomato flowers from greenhouse images using colorspace transformations

    Afonso, M., Mencarelli, A., Polder, G., Wehrens, R., Lensink, D. & Faber, N., 1 Jan 2019, Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Proceedings, Part I. Moura Oliveira, P., Novais, P. & Reis, L. P. (eds.). Springer Verlag, p. 146-155 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); no. LNAI 11804).

    Research output: Chapter in Book/Report/Conference proceeding › Conference paper

    Greenhouse
    Tomato
    Color Space
    Greenhouses
    Cameras

    Erwinia Detection in Potato Plants using Convolutional Neural Networks

    Afonso, M. V., Blok, P. M., Polder, G., van der Wolf, J. M. & Kamp, J. A. L. M., 2019.

    Research output: Contribution to conference › Paper › Academic

    Activities 2018 2018

    • 1 Oral presentation

    Deep Learning for Agro-Food Robotics

    R. Barth (Speaker), M.V. Afonso (Contributor), A. Chauhan (Contributor), H.R.M.J. Wehrens (Contributor)
    12 Dec 2018

    Activity: Talk or presentation › Oral presentation