/gmm_seg_classifier

Image segmentation and classification using Gaussian Mixture Models

Primary LanguageJupyter Notebook

gmm_seg_classifier

Image segmentation and classification using Gaussian Mixture Models examples

Usage

Install micromamba or mamba as the package manager. To install micromamba, refer to the installation guide

To install the classifier:

  1. Clone the repo
git clone https://github.com/fyng/gmm_seg_classifier.git

cd gmm_seg_classifier
  1. Create virtual environment
micromamba env create -f environment.yml

micromamba activate gmm
  1. Install the model
pip install .
  1. Run the model In main.py, update the directory of the test folder. Then run
python main.py

Acknowledgement

ECE 5242 - Intelligent Autonomous Systems taught by Prof Daniel Lee & Travers Rhodes