FairScan Quadrilateral model

Used by FairScan to approximate the coordinates of a quadrilateral for a document based on a segmentation mask.

Dataset

The dataset can be found in a separate repository: fairscan-dataset.

Training

# 1. Clone the repository
git clone https://github.com/pynicolas/fairscan-quadrilateral
cd fairscan-quadrilateral

# 2. Create a venv
python3 -m venv venv
source venv/bin/activate  # or venv\Scripts\activate.bat on Windows

# 3. Install dependencies
pip install -r requirements.txt

# 4. Set up the dataset
python setup_dataset.py

# 5. Run the training script
python train.py

License

This repository is released under the GNU GPLv3 license. See LICENSE for details.