Most of the notebooks in this repository are not complete or left abandoned due to the lack of any further success in what I was trying to get to.
Process of Harris Corner Detection Algorithm.ipynb
Principal Component Analysis from scratch for 2 dimensional dataset
Principal Component Analysis from scratch for 3 dimensional dataset
Algorithm for detecting and extracting number plates from images of cars.ipynb
Find subimage through template matching
Various ways of converting an image to grayscale.ipynb
color quantization using kmeans
median cut color quantization.ipynb
[Skew Angle detection based on Hough Transform] (https://github.com/muthuspark/ml_research/blob/master/Skew%20angle%20detection%20and%20correction%20using%20Hough%20Transform.ipynb)
skew_detection_based_on_horizontal_projections.ipynb
Draw bounding box around contours
vertical and horizontal projection of image
Law of Cosines to find angle between three points
Gaussian filter 1, 2 and 3 dimensional data
Finding a cluster of collinear points
Plotting an image on a 3D Graph
Sobel filter a simple image array
create a random image using numpy 2.ipynb
Trying to build a non neural network digit recognizer - Abandoned
emnsit alphabet recognition.ipynb
[filter regional maxima sudoku page] (https://github.com/muthuspark/ml_research/blob/master/filter%20regional%20maxima%20example.ipynb)