Report

20216099

May 17, 2021 - May 23, 2021

Papers

IIoT using Machine Learning Technique

25% Progress
Last Week's Progress

[1] Title: A CNN-Based Human Fall Detection using Thermal Array Sensor
- Re-assess the dataset and eliminate 0 value examples from dataset
- Re-train the model and achieve result of 98.75% (CNN-LSTM) and 95.95% (LSTM)
- Paper survey to support ideas in process of writing the result into paper

This Week Todo's

[1] Continue on writing paper for KICS (A CNN-Based Human Fall Detection using Thermal Array Sensor)
[2] Examine the result for further enhancement

Project Progress

IoT applications for Smart Home

25% Progress
Last Week's Project

[1] Write research note of IoT project and submit it to fabliha and rani for further supervision
[2] Enhance the current result of training the model and achieve result of 98.75% (CNN-LSTM) and 95.95% (LSTM)
[3] Write the result of fall detection project for my KICS paper

This Week's Project

[1] Continue on writing paper for KICS (A CNN-Based Human Fall Detection using Thermal Array Sensor)
[2] Examine the result for further enhancement
[3] Finish Research Note and report it to Cosmas

Monthly Goals

[1] Finish the KICS paper

Annual Goals

Submit conference and/or iot journal page