GitHub - czapol/Neural-Network-Classification-of-White-Blood-Cell-Images: Neural Network Classification of White Blood Cell Images is a Capstone Project developed during Data Science Career Track at Springboard (2018)

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Neural Network Classification of White Blood Cell Images is a Capstone Project developed during Data Science Career Track at Springboard (2018)

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.ipynb_checkpoints		.ipynb_checkpoints
JPEGImages		JPEGImages
samples		samples
Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - CNN Output Visualization - Springboard.ipynb		Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - CNN Output Visualization - Springboard.ipynb
Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Wrangling - Springboard.ipynb		Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Wrangling - Springboard.ipynb
Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Report - Springboard.pdf		Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Report - Springboard.pdf
Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Classifier Optimization - Springboard.ipynb		Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Classifier Optimization - Springboard.ipynb
Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Augmentation - Data Wrangling - Springboard.ipynb		Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Augmentation - Data Wrangling - Springboard.ipynb
Neural Network Classification of White Blood Cell Images - Capstone Project 2 -Presentation - Springboard.pdf		Neural Network Classification of White Blood Cell Images - Capstone Project 2 -Presentation - Springboard.pdf
README		README
bloodcell.jpg		bloodcell.jpg
labels.csv		labels.csv

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Neural Network Classification of White Blood Cell Images

Neural Network Classification of White Blood Cell Images is a Capstone Project developed during Data Science Career Track at Springboard (2018)

It repository contains the following files:

1. Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Classifier Optimization - Springboard.ipynb
2. Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - CNN Output Visualization - Springboard.ipynb
3. Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Wrangling - Springboard.ipynb
4. Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Code - Data Augmentation - Data Wrangling - Springboard.ipynb
5. Neural Network Classification of White Blood Cell Images - Capstone Project 2 - Report - Springboard.pdf
6. Neural Network Classification of White Blood Cell Images - Capstone Project 2 -Presentation - Springboard.pdf
7. bloodcell.jpg
8. labels.csv
9. samples
10. JPEGImages

1 - Classifier optimization code notebook
2 - Tool to visualize an output of CNN
3 - Data wrangling notebook
4 - Examples of data augmentation notebook
5 - full report on this study
6 - presentation based on the report (5)
7 - blood cell jpg image
8 - image labels in csv
9 - sample images of different type of cells
10 - raw data set of white blood cells from Kaggle

Make sure to put the following files in the same directory;
- (2), (3)
- (3), (7), (10)
- (4), (9)

Cleaned Datasets to be run with (1) are available at
https://drive.google.com/drive/folders/1dpQesDFilx-QjGvFxFRcCkGwv5JJcjN_?usp=sharing