Skip to content

caldenmic/Pneumonia-X-Ray-Image-Classification

Repository files navigation

Pneumonia-X-Ray-Image-Classification

Image Classification with tensorflow Written in python with the help of libraries like numpy, openCV, tensorflow, pandas. The data set was collected from the link https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia. The dataset was split into training and test set by the dataset provider. The training set was trained by using CNN (neural network which works best for image data) and hence the model was developed. The train accuracy of 97% and the test accuracy of 96% was obtained. This model takes in input image of size (80x80x3) and predicts whether the X-ray has pneumonia or not.

About

Image Classification with tensorflow

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published