2nd International Conference on Information Technology, Control and Automation (ITCAU 2024)

Submit your Research Article!!!

December 28 ~ 29, 2024, Dubai, UAE

Webpage URL: https://csitai2024.org/itcau/index

Hybrid -- Registered authors can present their work online or face to face

Authors are invited to submit papers through the conference Submission System by November 09, 2024.

Submission URL: https://csitai2024.org/submission/index.php

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Comparison of Support Vector Machines and Deep Learning for Plant Classification in Smart Agriculture Applications

Comparison of Support Vector Machines and Deep Learning for Plant Classification in Smart Agriculture Applications Authors Esmael Hamuda 1, Ashkan Parsi 2, Martin Glavin 2 and Edward Jones 2, 1 Elmergib University, Libya, 2 University of Galway, Ireland Abstract In this paper, we investigate the use of deep learning approaches for plant classification (cauliflower and weeds) in smart agriculture applications. To perform this, five approaches were considered, two based on well-known deep learning architectures (AlexNet and GoogleNet), and three based on Support Vector Machine (SVM) classifiers with different feature sets (Bag of Words in L*a*b colour space, Bag of Words in HSV colour space, Bag of Words of Speeded-up Robust Features (SURF)). Two types of datasets were used in this study: one without Data Augmentation and the second one with Data Augmentation. Each algorithm's performance was tested with one data set similar to the training data, and a second data set acquired under ...

Submit your Research Article - International Journal of Chaos, Control, Modelling and Simulation (IJCCMS)

Submit your Research Article!! International Journal of Chaos, Control, Modelling and Simulation (IJCCMS) ISSN : 2319 - 5398 [Online] ; 2319 - 8990 [Print] Webpage URL: https://airccse.org/journal/ijccms/index.html Submission URL: http://coneco2009.com/submissions/imagination/home.html Here's where you can reach us : ijccmsjournal@yahoo.com or ijccms@aircconline.com

6th International Conference of Control Theory and Computer Modelling (CTCM 2020)

October 24 ~ 25, 2020, Dubai, UAE https://csen2020.org/ctcm/index.html Submission Deadline: July 26, 2020 Contact us: Here's where you can reach us: ctcm@csen2020.org (or) ctcmconference@yahoo.com Submission Link: https://csen2020.org/submission/index.php

International Journal of Chaos, Control, Modelling and Simulation

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