X-Ray Image processing and Classification in Python(From Scratch) Principal component Analysis(For Dimensionality reduction and Feature Extraction) Bayesian Classifier(Multivariate Gaussian) Histogram Classifier.
Steps to Do: Download the data from Kaggle. Resize the images to your system memory(here I have done 32*32 pixels) and process all of them in pandas/numpy arrays. Reduce the dimensions using PCA. Perform Bayesian and Histogram Classification on reduced dimensions of images