computer_vision.cnn_classification

Convolutional Neural Network

Objective : To train a CNN model detect if TB is present in Lung X-ray or not.

Resources CNN Theory :

https://en.wikipedia.org/wiki/Convolutional_neural_network

Resources Tensorflow : https://www.tensorflow.org/tutorials/images/cnn

Download dataset from : https://lhncbc.nlm.nih.gov/LHC-publications/pubs/TuberculosisChestXrayImageDataSets.html

1. Download the dataset folder and create two folder training set and test set in the parent dataset folder 2. Move 30-40 image from both TB positive and TB Negative folder in the test set folder 3. The labels of the images will be extracted from the folder name the image is present in.

Attributes

classifier

Module Contents

computer_vision.cnn_classification.classifier