2021

SCENIC: A JAX Library for Computer Vision Research and Beyond

Dehghani, Mostafa, Gritsenko, Alexey, Arnab, Anurag et al.

Understand

Scenic is an open-source JAX library with a focus on Transformer-based models for computer vision research and beyond.

  • The goal of this toolkit is to facilitate rapid experimentation, prototyping, and research of new vision architectures and models.
  • Scenic supports a diverse range of vision tasks (e.g., classification, segmentation, detection)and facilitates working on multi-modal problems, along with GPU/TPU support for multi-host, multi-device large-scale training.
  • Scenic also offers optimized implementations of state-of-the-art research models spanning a wide range of modalities.

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