Brain Tumor Classification with CNN
Augusta Steven Benedict
Summary
According to the World Health Organization (WHO) definition brain tumor, which was reclassified in 2016, brain tumor is a type of tumor that attacks the center nervous system. In general, a brain tumor is defined as a group of abnormally growing brain cells. That matter makes brain tissue exposed to decreased size and causing massive damage to the brain's nervous tissue results in impaired brain performance. Types of brain tumors generally occur based on the area Affected meningioma, glioma, and pituitary gland.
Description
This program is created using the Python language on the google colab editor. As well as implementing modeling machine learning with neural convulutoinal algorithms network. Source of data used in this study comes from the website www.kaggle.com which is one dataset provider of all world.
In the first stage I rescaled the image to maximize the accuracy of the model
Then create a test generator to train the model with the existing data
Then I created an architectural model from CNN to classify brain tumors
And finally I display how my model works
Informasi Course Terkait
Kategori: Artificial IntelligenceCourse: Teknologi Game Kecerdasan Artifisial (SIB AI-GAME)
