A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION
Food classification has always piqued the interest of both domestic and international researchers, but numerous challenges remain. We present the dataset UIT-TASTET21, which contains over 77,000 color images of 18 traditional Vietnamese Lunar New Year dishes. We have experimented with classification...
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Trường Đại học Đà Lạt
2024
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oai:scholar.dlu.edu.vn:DLU123456789-2569062024-12-29T01:13:07Z A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION Vo, Duy Nguyen Ngo, Van Tan Luu Le, Thi Phuong Vy Van, Nguyen Ngoc Huyen Nguyen, Duc Anh Phuc Ngo, Van Tuan Kiet Truong, Thanh Thang Pham, Tan Tai Dinh, Nhat Minh Ho, Thai Ngoc Nguyen, Tan Tran Minh Khang Convolutional neural network (CNN) Deep feature Food classification Tet holiday Food classification has always piqued the interest of both domestic and international researchers, but numerous challenges remain. We present the dataset UIT-TASTET21, which contains over 77,000 color images of 18 traditional Vietnamese Lunar New Year dishes. We have experimented with classification using feature vectors from network architectures such as VGG16, Inception-v3, ResNet-50, Xception, and MobileNet-v2 to train support vector machines (SVMs), meeting the dataset’s challenges and laying the groundwork for the development of many optimal methods in the future that promise scientific breakthroughs in the service and commercial industries. At the same time, the authors desire to share a piece of Vietnamese cuisine’s distinctiveness with worldwide friends. 2024-12-29T00:39:21Z 2024-12-29T00:39:21Z 2024 Article 0866-787X https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/256906 https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/989 10.37569/DalatUniversity.14.3.989(2024) en Dalat University Journal of Science, Volume 14, Issue 3; p.27-38 application/pdf Trường Đại học Đà Lạt |
| institution |
Thư viện Trường Đại học Đà Lạt |
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Thư viện số |
| language |
English |
| topic |
Convolutional neural network (CNN) Deep feature Food classification Tet holiday |
| spellingShingle |
Convolutional neural network (CNN) Deep feature Food classification Tet holiday Vo, Duy Nguyen Ngo, Van Tan Luu Le, Thi Phuong Vy Van, Nguyen Ngoc Huyen Nguyen, Duc Anh Phuc Ngo, Van Tuan Kiet Truong, Thanh Thang Pham, Tan Tai Dinh, Nhat Minh Ho, Thai Ngoc Nguyen, Tan Tran Minh Khang A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| description |
Food classification has always piqued the interest of both domestic and international researchers, but numerous challenges remain. We present the dataset UIT-TASTET21, which contains over 77,000 color images of 18 traditional Vietnamese Lunar New Year dishes. We have experimented with classification using feature vectors from network architectures such as VGG16, Inception-v3, ResNet-50, Xception, and MobileNet-v2 to train support vector machines (SVMs), meeting the dataset’s challenges and laying the groundwork for the development of many optimal methods in the future that promise scientific breakthroughs in the service and commercial industries. At the same time, the authors desire to share a piece of Vietnamese cuisine’s distinctiveness with worldwide friends. |
| format |
Article |
| author |
Vo, Duy Nguyen Ngo, Van Tan Luu Le, Thi Phuong Vy Van, Nguyen Ngoc Huyen Nguyen, Duc Anh Phuc Ngo, Van Tuan Kiet Truong, Thanh Thang Pham, Tan Tai Dinh, Nhat Minh Ho, Thai Ngoc Nguyen, Tan Tran Minh Khang |
| author_facet |
Vo, Duy Nguyen Ngo, Van Tan Luu Le, Thi Phuong Vy Van, Nguyen Ngoc Huyen Nguyen, Duc Anh Phuc Ngo, Van Tuan Kiet Truong, Thanh Thang Pham, Tan Tai Dinh, Nhat Minh Ho, Thai Ngoc Nguyen, Tan Tran Minh Khang |
| author_sort |
Vo, Duy Nguyen |
| title |
A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| title_short |
A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| title_full |
A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| title_fullStr |
A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| title_full_unstemmed |
A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION |
| title_sort |
novel dataset for vietnamese new year food classification |
| publisher |
Trường Đại học Đà Lạt |
| publishDate |
2024 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/256906 https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/989 |
| _version_ |
1819786631075332096 |