Papers

Title 1: Deep learning-based 3D Printer Fault Detection
- Target: ICT Express

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

Title 3: Machine Learning-based 3D Printer Fault Detection on Edge
- KICS Fall

Title 4: Image-based Dataset for Anomalies in 3D Printing

Last Week's Progress

Title 1:
- Paper writing

Title 2:
- Gathered dataset
- Simulation

Title 4:
- Gathered related works
- Gathered dataset

This Week Todo's

Title 1:
- Paper writing
- RPi Simulation

Title 2:
- Waiting for the new camera
- Continue writing the paper

Title 4:
- Waiting for the new camera

Project Progress

3D Printer

Last Week's Project

- Team meeting
- Conception meeting
- YOLOv5

This Week's Project

- YOLOv5 gather accuracy with different image dimension
- Team meeting

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
- IEEE TIE

3. Internation and Domestic Conference
- KICS Fall

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 (Pr)
- IEEE Transaction on Industrial Electronics (Pr)