WBC-Classification

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WBC-Classification

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Classification of WBC ( White Blood Cells ) with CNN . (Convolutional Neural Network)

WBC-Classification 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# WBC-Classification
Classification of WBC ( White Blood Cells ) with CNN . (Convectional Neural Network)
---
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---

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### DATASET
-  [Dataset](https://www.kaggle.com/paultimothymooney/blood-cells/kernels?sortBy=relevance&group=everyone&search=includeamin&page=1&pageSize=20&datasetId=9232)
### Requirements
```
Keras==2.1.5
numpy==1.18.1
matplotlib==3.1.1
imutils==0.5.3
scikit_learn==0.23.1
```

### Train and save trained model
Use this command to train the model and save model
```bash
git clone 
cd WBC-Classification
python3 learning.py -d ./CNN/datasets/TRAIN/ -m ./TrainedModel/model_epoch_100.hdf5
```
after train you will see result plot:
![](https://raw.githubusercontent.com/includeamin/WBC-Classification/master/image.png)

### Test the model
```bash
python3 load_test_model.py -d ./CNN/datasets/TEST -m ./TrainedModel/model_epoch_100.hdf5
```

## NOTE
default epoch count is 100. for change it, just edit `cp` variable in [`learning.py`](learning.py)
# Todo
- more customizable

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