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Blood Cell Detection and Classification using CNN and LSTMs

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Apogee Project Presentation

Blood Cell Recognition Problem

Read this paper which explains the procedure and the necessary background of the project.

Model Implemented

  1. CNN
  2. CNN+RNN

References:

  1. https://www.kaggle.com/paultimothymooney/blood-cells/
  2. https://github.com/Shenggan/BCCD_Dataset
  3. https://ieeexplore.ieee.org/document/8402091 (Refer to this for a more detailed understanding of the implementations)

Project Contributors:

Siddhant Kundu, Indraneel Ghosh

Citation

If you are using our work kindly add a citation as follows:

Indraneel Ghosh, Siddhant Kundu, “Combining Neural Network Models for Blood Cell Classification.”, arXiv 2021

BiBTeX Citation: @misc{ghosh2021combining, title={Combining Neural Network Models for Blood Cell Classification}, author={Indraneel Ghosh and Siddhant Kundu}, year={2021}, eprint={2101.03604}, archivePrefix={arXiv}, primaryClass={cs.CV} }

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Blood Cell Detection and Classification using CNN and LSTMs

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