Papers

Title 2: Real-Time Fall Detection System using Embedded Machine Learning

Last Week's Progress

[1] Study pruning on deep learning and weight distribution/quantization to compress deep learning complexity in order to fit embedded learning requirements
[2] Paper survey

This Week Todo's

[1] Paper survey
[2] hands-on tutorial on deep learning pruning and weight distribution/quantization

Project Progress

IoT applications for Smart Home

Last Week's Project

[1] Model training to investigate and verify the performance result on thermal array fall dataset
[2] Paper survey on thermal array scenarios and testbed, as well as the other alternative dataset

This Week's Project

[1] Conclude the model training and show the best thermal array resolution
[2] Paper survey

Monthly Goals

Finish dataset generation using thermal array sensor and finish introduction part of summer intensive journal

Annual Goals

Submit conference and/or iot journal page