Official implementation of the Convolutional Set Transformer (Chinello & Boracchi, 2025). This repository includes the source code of the cstmodels Python package, which provides reusable Keras 3 layers for constructing CST architectures, together with an interface to load and use the CST-15 model pre-trained on ImageNet.
computer-vision deep-learning image-classification transfer-learning anomaly-detection explainability set-learning convolutional-set-transformer
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Updated
May 29, 2026 - Jupyter Notebook