Report

20216099

August 23, 2021 - August 29, 2021

Papers

Real-Time Fall Detection System using Embedded Machine Learning

40% Progress
Last Week's Progress

[1] Evaluate the network pruning effect on current RNN-based model (LSTM, BiLSTM, GRU)
[2] Try to reduce delay of sensor measurement in 32x32 thermal array sensor
[3] Paper survey related to pruning and RNN model for fall detection

This Week Todo's

[1] Continue to adjust the pruning layer in RNN model
[2] Continue paper survey

Project Progress

IoT applications for Smart Home

40% Progress
Last Week's Project

[1] Evaluate the network pruning effect on current RNN-based model (LSTM, BiLSTM, GRU)
[2] Try to reduce delay of sensor measurement in 32x32 thermal array sensor

This Week's Project

[1] Continue to adjust the pruning layer in RNN model
[2] Continue paper survey

Monthly Goals

finish summer intensive journal

Annual Goals

Submit conference and/or iot journal page