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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.

862 stars Python Computer VisionML Frameworks
open-cd
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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.

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