Report

20216099

July 19, 2021 - July 25, 2021

Papers

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

30% Progress
Last Week's Progress

[1] Train lstm model using the generated dataset (however, no result yet because system error during training)
[2] Paper survey: Deep Learning for the Internet of Things

This Week Todo's

[1] Continue training model to investigate and verify the performance result on thermal array fall dataset
[2] Continue paper survey to find a lightweight deep learning architecture to be deployed in the embedded machine

Project Progress

IoT applications for Smart Home

60% Progress
Last Week's Project

[1] Train lstm model using the generated dataset (however, no result yet because system error during training)
[2] Paper survey to gain knowledge about various testbed configurations and existing thermal array public dataset

This Week's Project

[1] Continue training model to investigate and verify the performance result on thermal array fall dataset
[2] Continue paper survey to find a lightweight deep learning architecture to be deployed in the embedded machine

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