TORCHVISION

该torchvision软件包包括流行的数据集，模型体系结构和用于计算机视觉的常见图像转换。

Package Reference

• torchvision.datasets
  • MNIST
  • Fashion-MNIST
  • KMNIST
  • EMNIST
  • QMNIST
  • FakeData
  • COCO
  • LSUN
  • ImageFolder
  • DatasetFolder
  • ImageNet
  • CIFAR
  • STL10
  • SVHN
  • PhotoTour
  • SBU
  • Flickr
  • VOC
  • Cityscapes
  • SBD
  • USPS
  • Kinetics-400
  • HMDB51
  • UCF101
• torchvision.io
  • Video
• torchvision.models
  • Classification
  • Semantic Segmentation
  • Object Detection, Instance Segmentation and Person Keypoint Detection
  • Video classification
• torchvision.ops
• torchvision.transforms
  • Transforms on PIL Image
  • Transforms on torch.*Tensor
  • Conversion Transforms
  • Generic Transforms
  • Functional Transforms
• torchvision.utils

torchvision.``get_image_backend()[SOURCE]

Gets the name of the package used to load images

torchvision.``set_image_backend(backend)[SOURCE]

Specifies the package used to load images.

Parameters

backend (string) – Name of the image backend. one of {‘PIL’, ‘accimage’}. The accimage package uses the Intel IPP library. It is generally faster than PIL, but does not support as many operations.