Blood Cells Count
Count red, white blood cells to detect various diseases such as blood cancer (leukemia), lower red blood cells (anemia)...
Table of Contents
Project Structure
bc-count/
|-- bc-count/
| |-- test/
| | |-- test_data.py
| | |-- test_main.py
| | |-- test_model.py
| |
| |-- data.py
| |-- main.py
| |-- model.py
|
|-- bin/
| |-- bc-count
|
|-- docs/
|
|-- data/
| |-- rbc/
| |-- wbc/
|
|-- models/
|
|-- AUTHORS
|-- LICENSE
|-- README.md
|-- TODO.md
|-- requirements.txt
|-- setup.py
Install
- Install straight from PyPI using pip:
$ pip install bc-count
Usage
Please read
bc-count --helpbefore using it -o flag is optional (defaults to out/ directory)
- Count blood cells (-r for red and -w for white):
$ bc-count -r <blood-cell-image>
- Predict blood cell image:
$ bc-count predict -r <blood-cell-image>
- Train a new model:
$ bc-count train -r <model-name>
Develop
- Download the project:
$ git clone https://github.com/nemo256/bc-count
$ cd bc-count
- Activate virtual environment:
$ python -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt
- Now just adapt the code to your need and then run using the command:
$ python bc-count/main.py
License
- Please read cell-count/LICENSE.
