index.rst 1.9 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869
  1. torchvision
  2. ===========
  3. This library is part of the `PyTorch
  4. <http://pytorch.org/>`_ project. PyTorch is an open source
  5. machine learning framework.
  6. Features described in this documentation are classified by release status:
  7. *Stable:* These features will be maintained long-term and there should generally
  8. be no major performance limitations or gaps in documentation.
  9. We also expect to maintain backwards compatibility (although
  10. breaking changes can happen and notice will be given one release ahead
  11. of time).
  12. *Beta:* Features are tagged as Beta because the API may change based on
  13. user feedback, because the performance needs to improve, or because
  14. coverage across operators is not yet complete. For Beta features, we are
  15. committing to seeing the feature through to the Stable classification.
  16. We are not, however, committing to backwards compatibility.
  17. *Prototype:* These features are typically not available as part of
  18. binary distributions like PyPI or Conda, except sometimes behind run-time
  19. flags, and are at an early stage for feedback and testing.
  20. The :mod:`torchvision` package consists of popular datasets, model
  21. architectures, and common image transformations for computer vision.
  22. .. toctree::
  23. :maxdepth: 2
  24. :caption: Package Reference
  25. transforms
  26. tv_tensors
  27. models
  28. datasets
  29. utils
  30. ops
  31. io
  32. feature_extraction
  33. .. toctree::
  34. :maxdepth: 1
  35. :caption: Examples and training references
  36. auto_examples/index
  37. training_references
  38. .. automodule:: torchvision
  39. :members:
  40. .. toctree::
  41. :maxdepth: 1
  42. :caption: PyTorch Libraries
  43. PyTorch <https://pytorch.org/docs>
  44. torchaudio <https://pytorch.org/audio>
  45. torchtext <https://pytorch.org/text>
  46. torchvision <https://pytorch.org/vision>
  47. TorchElastic <https://pytorch.org/elastic/>
  48. TorchServe <https://pytorch.org/serve>
  49. PyTorch on XLA Devices <http://pytorch.org/xla/>
  50. Indices
  51. -------
  52. * :ref:`genindex`