What is this course about?
5/11/25
What is the application?
Home-based breathing exercises for chronic obstructive pulmonary disease (COPD) patients.
Breathing mode classification: chest and belly.
What is the novelty?
- Transferred the SOTA RGB segmentation model to depth.
- Calibration-free lung volume measurement, no clothing, and no involuntary body motion.
- Real-time (12th I5 and 4060 Ti, 3fps) (update result every 3 seconds).
3/24/25
What is this course about?
This course is an introduction to natural language processing for engineering students. The course covers the following topics:
- Preprocessing
- sentence segmentation
- tokenization, subword tokenization
- word normalization
- inflectional vs derivational morphology
- lemmatization vs stemming
- stopword removal
8/1/24