แจ้งเอกสารไม่ครบถ้วน, ไม่ตรงกับชื่อเรื่อง หรือมีข้อผิดพลาดเกี่ยวกับเอกสาร ติดต่อที่นี่ ==>
หากไม่มีอีเมลผู้รับให้กรอก thailis-noc@uni.net.th
หากไม่มีอีเมลผู้รับให้กรอก thailis-noc@uni.net.th
Pavithran, Nivedita. Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning. (). King Mongkut's University of Technology North Bangkok. Central Library. : , .
Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
Name: John, Serene Ravi
Organization :
Center for Wireless Networks & Applications (WNA)
Organization :
Center for Wireless Networks & Applications (WNA)
Name: Gopalakrishnan, Uma
Organization :
Center for Wireless Networks & Applications (WNA)
Name: Achuthan, Srisairam
Organization :
IntegraConnect
Name: Pavithran, Nivedita
Organization :
Amrita Institute of Medical Sciences and Research Center. Department of Clinical Nutrition
keyword:
Convolutional neural network
LCSH:
Image processing
Abstract:
With a worldwide appeal towards the need for a
healthy lifestyle, food plays a major role in contributing towards
it. A real time system that can provide the nutritional details of
everyday meals from images taken can be useful. The existing
systems and applications have an image database majority of
which are homogeneous in nature, and are not what is expected
to be seen in a real world application. Also, there is a lack of
regional food and dish data sets from the southern part of India.
With the goal of developing a real-world, region specific solution,
we embarked upon building a crowd sourced data set and utilised
transfer learning model for identification of food and nutritional
data giving an average validation accuracy of 90%.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Modified:
2024-05-13
Issued:
2024-05-13
บทความ/Article
application/pdf
BibliograpyCitation :
In IEEE Computer Society. 2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT 2022) (pp.7-12). Los Alamitos, CA : IEEE Computer Society
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.041735 วินาที
John, Serene Ravi
| Title | Contributor | Type |
|---|---|---|
| Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ John, Serene Ravi;Pathinarupothi, Rahul Krishnan;Gopalakrishnan, Uma;Achuthan, Srisairam;Pavithran, Nivedita | บทความ/Article |
Pathinarupothi, Rahul Krishnan
| Title | Contributor | Type |
|---|---|---|
| Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ John, Serene Ravi;Pathinarupothi, Rahul Krishnan;Gopalakrishnan, Uma;Achuthan, Srisairam;Pavithran, Nivedita | บทความ/Article |
Gopalakrishnan, Uma
| Title | Contributor | Type |
|---|---|---|
| Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ John, Serene Ravi;Pathinarupothi, Rahul Krishnan;Gopalakrishnan, Uma;Achuthan, Srisairam;Pavithran, Nivedita | บทความ/Article | |
| A deeper CNN approach for detection of collapsed buildings in drone images
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Toby, Tom ;Gopalakrishnan, Uma;Rao, Sethuraman N. | บทความ/Article |
Achuthan, Srisairam
| Title | Contributor | Type |
|---|---|---|
| Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ John, Serene Ravi;Pathinarupothi, Rahul Krishnan;Gopalakrishnan, Uma;Achuthan, Srisairam;Pavithran, Nivedita | บทความ/Article |
Pavithran, Nivedita
| Title | Contributor | Type |
|---|---|---|
| Nutrition monitoring and health awareness system based on crowd sourced food images using transfer learning
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ John, Serene Ravi;Pathinarupothi, Rahul Krishnan;Gopalakrishnan, Uma;Achuthan, Srisairam;Pavithran, Nivedita | บทความ/Article |