Papers

Title 1: Multimodal 3D printer fault classification using LSTM
- Target: ICT Express

Title 2: Edge AI-based 3D Printer Monitoring and Fault Prediction
- Target: IEEE Transaction on Industrial Electronics

Title 3: Image-based Dataset for Anomalies in 3D Printing (tentative)

Last Week's Progress

Title 1:
- Paper writing

Title 2:
- Paper writing
- DL Integration in Raspberry Pi

Title 3:
- Searched related works

This Week Todo's

Title 1:
- Finalizing paper

Title 2:
- Search about embedded DL in RPi
- Paper writing

Project Progress

3D Monitoring Project

Last Week's Project

- Team meeting
- Worked with YOLOv5
- Labeled dataset

This Week's Project

- Team meeting
- Study more about RPi integration with ML/DL
- YOLOv5

Monthly Goals

1. Learn move about machine learning and deep learning with Python
- Online tutorials
- Re-simulate what I learned

2. Journal
- ICT Express Paper (Finalizing)
- IEEE TIE

Annual Goals

1. Publish two or three conference papers (Domestic and International)
- KICS Summer 2021 ✓
- ICUFN 2021 ✓
- KICS Fall 2021 ✓

2. Publish at least one International Journal
- ICT Express (Finalizing)
- IEEE Transaction on Industrial Electronics (Pr)