Evaluation of transfer learning techniques for classification and localization of marine animals

Parmeet Singh; Mae Seto

doi:10.5220/0007390201690176

Evaluation of transfer learning techniques for classification and localization of marine animals

Parmeet Singh, Mae Seto

Dentistry

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

Original language	English
Title of host publication	VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Editors	Andreas Kerren, Christophe Hurter, Jose Braz
Publisher	SciTePress
Pages	169-176
Number of pages	8
ISBN (Electronic)	9789897583544
DOIs	https://doi.org/10.5220/0007390201690176
Publication status	Published - 2019
Event	14th International Conference on Computer Vision Theory and Applications, VISAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019 - Prague, Czech Republic Duration: Feb 25 2019 → Feb 27 2019

Publication series

Name	VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
Volume	4

Conference

Conference	14th International Conference on Computer Vision Theory and Applications, VISAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019
Country/Territory	Czech Republic
City	Prague
Period	2/25/19 → 2/27/19

ASJC Scopus Subject Areas

Computer Vision and Pattern Recognition
Computer Science Applications
Computer Graphics and Computer-Aided Design

Keywords

Bounding Boxes
Computer Vision
Convolution Neural Networks
Ensemble Learning
Inception
Marine Animals
VGG

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.5220/0007390201690176

Cite this

Singh, P., & Seto, M. (2019). Evaluation of transfer learning techniques for classification and localization of marine animals. In A. Kerren, C. Hurter, & J. Braz (Eds.), VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (pp. 169-176). (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; Vol. 4). SciTePress. https://doi.org/10.5220/0007390201690176

Evaluation of transfer learning techniques for classification and localization of marine animals. / Singh, Parmeet; Seto, Mae.
VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. ed. / Andreas Kerren; Christophe Hurter; Jose Braz. SciTePress, 2019. p. 169-176 (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; Vol. 4).

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

Singh, P & Seto, M 2019, Evaluation of transfer learning techniques for classification and localization of marine animals. in A Kerren, C Hurter & J Braz (eds), VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, SciTePress, pp. 169-176, 14th International Conference on Computer Vision Theory and Applications, VISAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Prague, Czech Republic, 2/25/19. https://doi.org/10.5220/0007390201690176

Singh P, Seto M. Evaluation of transfer learning techniques for classification and localization of marine animals. In Kerren A, Hurter C, Braz J, editors, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. SciTePress. 2019. p. 169-176. (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications). doi: 10.5220/0007390201690176

Singh, Parmeet ; Seto, Mae. / Evaluation of transfer learning techniques for classification and localization of marine animals. VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. editor / Andreas Kerren ; Christophe Hurter ; Jose Braz. SciTePress, 2019. pp. 169-176 (VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

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Evaluation of transfer learning techniques for classification and localization of marine animals

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

UN SDGs

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