no code implementations • ICLR 2020 • Tsuyoshi Okita, Hirotaka Hachiya, Sozo Inoue, Naonori Ueda
The understanding of sensor data has been greatly improved by advanced deep learning methods with big data.
no code implementations • 18 Jun 2020 • Paula Lago, Shingo Takeda, Sayeda Shamma Alia, Kohei Adachi, Brahim Bennai, Francois Charpillet, Sozo Inoue
In this paper, we describe a new dataset for sensor-based activity recognition featuring macro and micro activities in a cooking scenario.
no code implementations • 11 Nov 2016 • Masaya Inoue, Sozo Inoue, Takeshi Nishida
We investigated various parameters and architectures of the DRNN by using the training dataset of 432 trials with 6 activity classes from 7 people.