singgihbekti/blood-cell

Blood Cell Detection and Classification using CNN and LSTMs

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} }