Skip to content

VinayBN8997/Lung_Cancer_Detection_Using_Python

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

17 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Lung-Cancer-Detection-Using-Python

Dataset

The Cancer Imaging Archive (TCIA) http://www.cancerimagingarchive.net/

Code files

Code have been written in Modular fashion

PredictCancer.py : Final program for testing a image

NeuralNetwork.py : MLP using SKlearn to learn the features and saving the Weights using pickle

LungCancerTrain.py : All Image processing techniques and code for training the model are written here

dataset_create.py : For making the folders of both positive and negative cases and naming the images in required format

Test Case images of both categories and added in the repository along with its terminal output for reference

Dependencies

Python3 , OpenCV - cv2 , pickle , datafile libraries

Output

Positive case

cancer image cancer terminal

Negative case

no cancer image no cancer terminal

This work was done in partnership with my friend Tarun Bhargav Sriram as a project for Digital Image Processing elective. Any queries about the project, contact at vinaybn8997@gmail.com

About

Lung cancer detection from images

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages