no code implementations • 10 May 2023 • Chakkrit Termritthikun, Ayaz Umer, Suwichaya Suwanwimolkul, Feng Xia, Ivan Lee
To overcome this problem, we propose a knowledge distillation (KD) strategy to create the compact deep learning model for the real-time multi-label CXR image classification.
Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +2
1 code implementation • 13 Aug 2021 • Chakkrit Termritthikun, Yeshi Jamtsho, Jirarat Ieamsaard, Paisarn Muneesawang, Ivan Lee
The EE-PI reduces the total number of parameters in the search process by filtering the models with fewer parameters than the maximum threshold.
Ranked #1 on Neural Architecture Search on CIFAR-10 Image Classification (Params metric)
1 code implementation • 2 Oct 2018 • Chakkrit Termritthikun, Surachet Kanprachar, Paisarn Muneesawang
The growth of high-performance mobile devices has resulted in more research into on-device image recognition.
1 code implementation • 1 Aug 2018 • Chakkrit Termritthikun, Surachet Kanprachar
These results show a promising performance of the proposed network to be used with a Thai food image recognition application in a smartphone.
1 code implementation • 1 Aug 2017 • Chakkrit Termritthikun, Paisarn Muneesawang, Surachet Kanprachar
In this paper, the image recognition for Thai food using a smartphone is studied.