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An object detector using YOLOv3 Darknet that can identify four different types of white blood cells in rhesus macaque monkeys

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CreativeNick/MonkeyHealth

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Monkey Health White Blood Cell Object Detector

An object detector using YOLOv3 Darknet that can identify four different types of white blood cells in rhesus macaque monkeys

About The ProjectHow To UseExample DetectionsCredits

About The Project

This project uses object detection to identify four different types of whtie blood cells in rhesus macaque monkeys: monocyte, eosinophil, neutrophil, and lymphocyte white blood cells. It uses YOLOv3 Darknet and can be run through Google Colab. I have an article on Medium explaining this project in detail here.

How to Use

Clone the repository in Google Colab

!git clone https://github.com/CreativeNick/MonkeyHealth.git

Example Detections

Credits

  • Credits to Zooniverse for the data and making this project possible

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An object detector using YOLOv3 Darknet that can identify four different types of white blood cells in rhesus macaque monkeys

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