NEWS.md

In mlverse/torchvision: Models, Datasets and Transformations for Images

torchvision (development version)

• fix transform_rotation wrongly using w x w for image size (@114, cregouby)
• tensor_image_display and tensor_image_browse now accept all tensor_image dtypes. (#115, @cregouby)
• fix transform_affine help to remove confusion with transforme_random_affine help (#116, @cregouby)
• add message translation in french (#112, @cregouby)

torchvision 0.6.0

• Remove again dependency on zip::unzip added in version 0.4.0. (#89)
• Improve performance on tinyimagenet-alexnet example (#90, @statist-bhfz)
• Updated URL of downloaded resources to use the new torch CDN. (#109)

torchvision 0.5.1

• Remove usage of torch_lstsq that was removed in torch v0.10.0

torchvision 0.5.0

• Bugs fixed in transform_adjust_hue() and transform_linear_transformation() (#72, #73, @sebffischer)
• add draw_bounding_boxes() , draw_segmentation_masks() and draw_keypoints() on top of image tensors, and add a convenience tensor_image_browse() and tensor_image_display() functions to visualize image tensors respectively in browser or in X11 device (#80, @cregouby)
• Added the InceptionV3 model. (#82)

torchvision 0.4.1

• Implemented MobileNetV2 (#60)
• Improved vignettes so they use nnf_cross_entropy for numerical stability. (#61)
• Implement the full list of ResNet model family (#66, @cregouby)
• Improved how datasets and models are downloaded by using a large timeout by default and downloading to temporary file to avoid hard to debug errors when the files are corrupt. (#67)

torchvision 0.4.0

• Added a dependency on zip to zip::unzip the tinyimagenet dataset.
• Removed all usages of torch::enumerate() from docs and tests in favor of coro::loop() (#57)
• Fixed non-namespaced calls to torch. (#58)

torchvision 0.3.0

• Use a self hosted version of the MNIST dataset to avoid frequent download failures. (#48)
• Fix torch_arange calls after breaking change in torch. (#47)
• Fix bug in transform_resize when passing size with length 1. (#49)

torchvision 0.2.0

• Fixed bugs in transform_rotate. (#31)
• Fixed bugs in transform_random_affine and transform_affine (#32)
• Added VGG model (#35)

torchvision 0.1.0

• Added a NEWS.md file to track changes to the package.

mlverse/torchvision documentation built on Sept. 18, 2024, 4:03 p.m.