This work is just a two-week exercise to kick-off my research in 2D echocardiography. This repository contains the scripts for Harris Corner Detector, Histogram of Oriented Gradients (HOG), LSTM, image enhancements, and many more. Also wrote a paper describing my work: https://github.com/Phrungck/myocardial-infarction-detection/blob/main/Paper.pdf
- Gaussian Blur
- Gray-level slicing
- Otsu Thresholding
Matched feature points between an index frame and subsequent frames.
- numpy
- torch
- opencv
- pandas
- os
- scipy
- sklearn
- matplotlib
- imblearn