- "Dual Memory Neural Networks for Modeling Cognitive Activities of Humans via Wearable Sensors", S.-W. Lee, C.-Y. Lee, D.-H. Kwak, J.-W. Ha, J. Kim, and B.-T. Zhang, submitted to Neural Network Journal.
This dataset collect human life's activity data through Google Glass over 46 days from three participants.
Participant | Training | Test | Location | Sub-location | Activity |
---|---|---|---|---|---|
A | 105201 (13) | 17055 (5) | 18 | 31 | 39 |
B | 242845 (10) | 91316 (4) | 18 | 28 | 30 |
C | 144162 (10) | 61029 (4) | 10 | 24 | 65 |
The elements of training and test denote the length of instances (sec/day).
The elements of Location, Sub-location, and Activity denote the number of behavior.
For each image instance, location, sub-location, and activity is notated.
- Download from here