项目作者: includeamin

项目描述 :
Classification of WBC ( White Blood Cells ) with CNN . (Convolutional Neural Network)
高级语言: Python
项目地址: git://github.com/includeamin/WBC-Classification.git
创建时间: 2018-12-31T12:57:58Z
项目社区:https://github.com/includeamin/WBC-Classification

开源协议:BSD 3-Clause "New" or "Revised" License

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WBC-Classification

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

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DATASET

  • Dataset

    Requirements

    1. Keras==2.1.5
    2. numpy==1.18.1
    3. matplotlib==3.1.1
    4. imutils==0.5.3
    5. scikit_learn==0.23.1

Train and save trained model

Use this command to train the model and save model

  1. git clone
  2. cd WBC-Classification
  3. python3 learning.py -d ./CNN/datasets/TRAIN/ -m ./TrainedModel/model_epoch_100.hdf5

after train you will see result plot:

Test the model

  1. 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

Todo

  • more customizable