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hematology

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A web app that uses a custom-built Keras model to recognize and classify white blood cells from microscopic images. It can distinguish between different types of WBCs and identify artifacts and bursted cells. I created this app as a way to explore image recognition technologies and to learn how to develop Keras models from scratch.

  • Updated Apr 3, 2023
  • Python

This repository contains White Blood Cells (WBC) samples. This dataset is produced in Embedded System and Integrated Circuit Design Laboratory, Electrical Engineering Department, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand. The images are already labeled by our team from our collaborative researcher from Faculty of Medici…

  • Updated Mar 19, 2023
  • Jupyter Notebook

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