likyoo/open-cd
An open-source change detection toolbox built on PyTorch and OpenMMLab for detecting differences between satellite images or video frames using deep learning.

Open-CD is a comprehensive change detection framework supporting multiple deep learning methods including semantic change detection, built on top of OpenMMLab and PyTorch. It implements transformer-based and CNN-based architectures for comparing paired images to detect changes. The repository provides pre-trained model checkpoints on HuggingFace and integrates with the broader computer vision ecosystem for training and evaluation.