pdnpa / cnn-boundaries

A repo for the CNN model for field boundaries

Field boundary detection in the Peak District National Park.

This repo is for the exploration of detecting field boundaries in the Peak District National Park. The project focuses on quantifying boundaries from aerial imagery taken in the 1950s and 2020s.

Project Structure

• content/: Directory containing dataset and related files.
• notebooks/: Jupyter notebooks for data exploration and mapreader model training.
• scripts/: Python scripts for various tasks such as data preprocessing and model training.
• boundary.yml: Configuration file with package versions.

License

• This project is licensed under the MIT License. See the LICENSE file for more details.

Story Map

• View ESRI STORY MAP for methodology & results