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Scenic is an open-source JAX library with a focus on Transformer-based modelsfor computer vision research and beyond. The goal of this toolkit is tofacilitate rapid experimentation, prototyping, and research of new visionarchitectures and models. Scenic supports a diverse range of vision tasks(e.g., classification, segmentation, detection)and facilitates working onmulti-modal problems, along with GPU/TPU support for multi-host, multi-devicelarge-scale training. Scenic also offers optimized implementations ofstate-of-the-art research models spanning a wide range of modalities. Scenichas been successfully used for numerous projects and published papers andcontinues serving as the library of choice for quick prototyping andpublication of new research ideas.

SCENIC: A JAX Library for Computer Vision Research and Beyond