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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

CNN Model

Model Summary

Model Summary

Model Evaluation

Model Loss       Model Accuaracy

Confusion Matrix Heatmap

Heatmap

About

Using deep learning and CNN model

Topics

deep-neural-networks deep-learning detection blood cnn medical-imaging classification convolutional-neural-networks white-blood-cell-detection cnn-keras blood-group cell-images-modeling blood-cells

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