fyng / gmm_seg_classifier

Image segmentation and classification using Gaussian Mixture Models

gmm_seg_classifier

Image segmentation and classification using Gaussian Mixture Models

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

2. Create virtual environment

micromamba env create -f environment.yml

micromamba activate gmm

3. Install the model

pip install .

4. 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