Count Blood Cells
Project description
Count Blood Cells
Count red, white blood cells to detect various diseases such as blood cancer (leukemia), lower red blood cells count (anemia)...
Table of Contents
Project Structure
cbc/
|-- data/
| |-- plt/...
| |-- rbc/...
| |-- wbc/...
|
|-- docs/...
|
|-- models/...
|
|-- output/
| |-- plt/...
| |-- rbc/...
| |-- wbc/...
|
|-- AUTHORS
|-- cbc
|-- LICENSE
|-- README.md
|-- TODO.md
|-- requirements.txt
|-- setup.py
Install
- Install straight from PyPI using pip:
$ pip install cbc
Usage
Please read
cbc --help
before using it -o flag is optional (defaults to out/ directory)
- Count blood cells (-r for red and -w for white):
$ cbc -r <blood-cell-image>
- Predict blood cell image:
$ cbc predict -r <blood-cell-image>
- Train a new model:
$ cbc train -r <model-name>
Develop
- Download the project:
$ git clone https://github.com/nemo256/cbc
$ cd cbc
- 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:
$ chmod +x cbc
$ ./cbc
License
- Please read cbc/LICENSE
Project details
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