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Here I have used a dataset which has four categories of blood cells EOSINOPHIL, LYMPHOCYTE, MONOCYTE and NEUTROPHIL.

The dataset can be downloaded from link:

https://www.kaggle.com/paultimothymooney/blood-cells

Here I have used mini dataset of 2000 images instead of 10000 in the main dataset and used Resnet50 to achieve ~98% percent accuracy.

Code can be found in link

https://github.com/rajanarasimhan/Blood-Cell-Type-Classifictaion

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