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Title: :  Food Classification Using Deep Learning
PaperId: :  14948
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 7 Issue 4 2021
DUI:    16.0415/IJARIIE-14948
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Raksha Raj KSJB Institute of Technology
Roshini B MSJB Institute of Technology
Sridevi G MSJB Institute of Technology

Abstract

Information Science & Engineering
Calorie estimation, Convolutional Neural Network (CNN), Deep Learning technique, Food Image classification
Image classification has become less complicated with deep learning and availability of larger datasets and computational assets. The Convolution neural network is the most popular and extensively used image classification technique in the latest days. Image classification is performed on diverse food dataset using various transfer learning techniques. The food plays a vital role in human’s life as it provides us different nutrients and consequently it is necessary for every individual to maintain a watch on their eating habits. Therefore, food classification is a quintessential thing for a healthier lifestyle. Unlike the traditional methods of building a model from the scratch, pre trained models are used in this project which saves the computation time and cost and also has given better results. The food dataset of many classes with many images in each class is used for training and validating. Using these pre-trained models, the given food will be recognized, and the nutrient content will be predicted based on the colour in the image

Citations

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IJARIIE Raksha Raj K, Roshini B M, and Sridevi G M. "Food Classification Using Deep Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 7 Issue 4 2021 Page 685-691
MLA Raksha Raj K, Roshini B M, and Sridevi G M. "Food Classification Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education 7.4(2021) : 685-691.
APA Raksha Raj K, Roshini B M, & Sridevi G M. (2021). Food Classification Using Deep Learning. International Journal Of Advance Research And Innovative Ideas In Education, 7(4), 685-691.
Chicago Raksha Raj K, Roshini B M, and Sridevi G M. "Food Classification Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education 7, no. 4 (2021) : 685-691.
Oxford Raksha Raj K, Roshini B M, and Sridevi G M. 'Food Classification Using Deep Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, 2021, p. 685-691. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Food_Classification_Using_Deep_Learning_ijariie14948.pdf (Accessed : ).
Harvard Raksha Raj K, Roshini B M, and Sridevi G M. (2021) 'Food Classification Using Deep Learning', International Journal Of Advance Research And Innovative Ideas In Education, 7(4), pp. 685-691IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Food_Classification_Using_Deep_Learning_ijariie14948.pdf (Accessed : )
IEEE Raksha Raj K, Roshini B M, and Sridevi G M, "Food Classification Using Deep Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 7, no. 4, pp. 685-691, Jul-Aug 2021. [Online]. Available: https://ijariie.com/AdminUploadPdf/Food_Classification_Using_Deep_Learning_ijariie14948.pdf [Accessed : ].
Turabian Raksha Raj K, Roshini B M, and Sridevi G M. "Food Classification Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 7 number 4 ().
Vancouver Raksha Raj K, Roshini B M, and Sridevi G M. Food Classification Using Deep Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2021 [Cited : ]; 7(4) : 685-691. Available from: https://ijariie.com/AdminUploadPdf/Food_Classification_Using_Deep_Learning_ijariie14948.pdf
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