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Research Article
Tumor Detector - a Mobile Application based onEfficient Net Architecture and Flutter
Naveenkumar R D1
Kanishk P2
Barath Vignesh S3
Dr. J.B. Jona4
S.A. Gunasekaran5
123 M. Sc Decision and Computing Science, Coimbatore Institute of Technology, Coimbatore, Tamil Nadu, India. 4 Associate Professor, Department of Computer Applications, Coimbatore Institute of Technology, India. 5 Assistant Professor, Department of Computer Applications, Coimbatore Institute of Technology, India.
Published Online: May-June 2022
Pages: 573-580
Cite this article
No DOIReferences
[1]. https://mayfieldclinic.com/pe-braintumor.htm, last seen 02 June 2022
[2]. https://developers.google.com/machine- learning/practica/image-classification/convolutional-neural- networks last seen 02June 2022
[3]. https://medium.com/analytics-vidhya/run-cnn-model-in- flutter, last seen 02 June 2022
[4]. https://ieee-isgt-europe.org/registration/paper-format- instructions/, last seen 02 June 2022 [5].
Marco L. Napoli, “Beginning Flutter”, A Hands On Guide to App Development, 2019
[6]. Jonathan Sande, Matt Galloway, Raywenderlich Tutorial Team, “Dart Apprentice” (First Edition), Beginning Programmingwith Dart,
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[7]. Jason Brownlee, “Deep Learning for Computer Vision, Image Classification, Object Detection, and Face Recognition inPython” 2019
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Learning and Computer Vision, 2020
[9]. Ching-Chen Wang, Ching-Te Chiu, “EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for EdgeDevices by
Network Candidate Search”, 2020
[10]. “Computer Vision and Image Processing”,5th International Conference, CVIP 2020, Prayagraj, India, Revised SelectedPapers, Part
I, December 4-6, 2020
[11]. “Image Analysis and Processing – ICIAP 2019”,20th International Conference, Trento, Italy, Proceedings, Part I,
September 9–13, 2019
[12]. Jyotismita Chaki and Nilanjan Dey ,“A Beginner’s Guide to Image Preprocessing Techniques”,[13].
https://www.kdnuggets.com/2018/09/deep-learning- edge.html, last seen 03 June 2022 Dart, ht
.[14]. Dart, https://dart.dev/ , last seen 03 June 2022.
.[15]. https://www.kaggle.com/datasets/ahmedhamada0/brain- tumor-detection, last seen 03 June 2022
[2]. https://developers.google.com/machine- learning/practica/image-classification/convolutional-neural- networks last seen 02June 2022
[3]. https://medium.com/analytics-vidhya/run-cnn-model-in- flutter, last seen 02 June 2022
[4]. https://ieee-isgt-europe.org/registration/paper-format- instructions/, last seen 02 June 2022 [5].
Marco L. Napoli, “Beginning Flutter”, A Hands On Guide to App Development, 2019
[6]. Jonathan Sande, Matt Galloway, Raywenderlich Tutorial Team, “Dart Apprentice” (First Edition), Beginning Programmingwith Dart,
2021
[7]. Jason Brownlee, “Deep Learning for Computer Vision, Image Classification, Object Detection, and Face Recognition inPython” 2019
[8]. Nikhil Singh, Paras Ahuja, “Fundamentals of Deep Learning and Computer Vision”, A Complete Guide to become an Expertin Deep
Learning and Computer Vision, 2020
[9]. Ching-Chen Wang, Ching-Te Chiu, “EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for EdgeDevices by
Network Candidate Search”, 2020
[10]. “Computer Vision and Image Processing”,5th International Conference, CVIP 2020, Prayagraj, India, Revised SelectedPapers, Part
I, December 4-6, 2020
[11]. “Image Analysis and Processing – ICIAP 2019”,20th International Conference, Trento, Italy, Proceedings, Part I,
September 9–13, 2019
[12]. Jyotismita Chaki and Nilanjan Dey ,“A Beginner’s Guide to Image Preprocessing Techniques”,[13].
https://www.kdnuggets.com/2018/09/deep-learning- edge.html, last seen 03 June 2022 Dart, ht
.[14]. Dart, https://dart.dev/ , last seen 03 June 2022.
.[15]. https://www.kaggle.com/datasets/ahmedhamada0/brain- tumor-detection, last seen 03 June 2022
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