detritus-logistic-classification

Logistic model for detritus classification in FlowCAM data. This simple method gives good results for a limited dataset used here. A more comprehensive description of the method and its results is here.

Installation and setup

To run the jupyter notebook, follow these steps to set up your environment:

1. Clone the repository:

   git clone https://github.com/ovgarol/detritus-logistic-classification.git

2. Navigate to the project directory:

   cd detritus-logistic-classification

3. Create a virtual environment (optional but recommended):

   python3 -m venv env

4. Activate the virtual environment:

   • For Windows:

     .\env\Scripts\activate

   • For macOS and Linux:

     source env/bin/activate

5. Install the required dependencies:

   pip install --upgrade pip
   pip install uv
   uv pip install -r requirements.txt

Now you should be able to run the jupyter notebook