A Brain Tumor Classification Project for Digital Image Processing class (ECE 6258) at Georgia Tech.
The file main_classifier.py and all others are pretty much the same except I add Low-Pass filter or HPF to the images. Here are the descriptions of files we have:
original.py --> Read the images as it is, and make sure they are grayscale gaussian_lpf.py --> Read the images and apply gaussian low-pass filter gaussian_hpf.py --> Read the images and apply gaussian high-pass filter gaussian_lpf_hpf.py --> Read the images and apply gaussian LPF and gaussian HPF after that.
- The codes I wrote asks a folder name for input. Right now, we have two folders, resized_data and contrast_data, so you can just put one of those.
RUNNING THE EXPERIMENTS:
python3 original.py
resized_data
python3 gaussian_hpf_lpf.py
resized_data