Blood Cell Subtypes Classification

Convolution Neural Network Approach

Introduction

In this project I classified the blood cell subtypes using dataset https://www.kaggle.com/paultimothymooney/blood-cells

White Blood Cells Category

      
             Eosinophils                                                               Lymphocytes

      
             Neutrophils                                                               Monocytes

Count Plot

CNN Model

Model Summary

Model Evaluation

     

Confusion Matrix Heatmap