Count blood cells
Project description
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 --help
before 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.
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