Report

20216099

May 10, 2021 - May 16, 2021

Papers

IIoT using Machine Learning Technique

20% Progress
Last Week's Progress

[1] paper survey of Machine Learning Technique in Fall Detection
[2] Continue progress of training model using CNN and RNN

This Week Todo's

[1] Done training using Feed Forward Network and K-fold, accuracy of 82.2%
[2] Done training using CNN-LSTM, accuracy 70% (will re-train it to achieve better result)

Project Progress

IoT applications for Smart Home

20% Progress
Last Week's Project

[1] Learning CNN and RNN principle
[2] Paper survey about Fall detection using CNN and RNN

This Week's Project

[1] Re-train the model to achieve better result
[2] Find another algorithm as comparison to current result
[3] Paper survey to gain more insight about fall detection and deep learning algorithm

Monthly Goals

Be able to create iot project on matlab/python

Annual Goals

submit conference and/or iot journal page