Bump torchvision from 0.16.0+cu121 to 0.18.1

[dependabot]

Bumps torchvision from 0.16.0+cu121 to 0.18.1.

Release notes

Sourced from torchvision's releases.

TorchVision 0.18.1 Release

This is a patch release, which is compatible with PyTorch 2.3.1. There are no new features added.

TorchVision 0.18 Release

BC-Breaking changes

[datasets] gdown is now a required dependency for downloading datasets that are on Google Drive. This change was actually introduced in 0.17.1 (repeated here for visibility) (#8237) [datasets] The StanfordCars dataset isn’t available for download anymore. Please follow these instructions to manually download it (#8309, #8324) [transforms] to_grayscale and corresponding transform now always return 3 channels when num_output_channels=3 (#8229)

Bug Fixes

[datasets] Fix download URL of EMNIST dataset (#8350) [datasets] Fix root path expansion in Kitti dataset (#8164) [models] Fix default momentum value of BatchNorm2d in MaxViT from 0.99 to 0.01 (#8312) [reference scripts] Fix CutMix and MixUp arguments (#8287) [MPS, build] Link essential libraries in cmake (#8230) [build] Fix build with ffmpeg 6.0 (#8096)

New Features

[transforms] New GrayscaleToRgb transform (#8247) [transforms] New JPEG augmentation transform (#8316)

Improvements

[datasets, io] Added pathlib.Path support to datasets and io utilities. (#8196, #8200, #8314, #8321) [datasets] Added allow_empty parameter to ImageFolder and related utils to support empty classes during image discovery (#8311) [datasets] Raise proper error in CocoDetection when a slice is passed (#8227) [io] Added support for EXIF orientation in JPEG and PNG decoders (#8303, #8279, #8342, #8302) [io] Avoiding unnecessary copies on io.VideoReader with pyav backend (#8173) [transforms] Allow SanitizeBoundingBoxes to sanitize more than labels (#8319) [transforms] Add sanitize_bounding_boxes kernel/functional (#8308) [transforms] Make perspective more numerically stable (#8249) [transforms] Allow 2D numpy arrays as inputs for to_image (#8256) [transforms] Speed-up rotate for 90, 180, 270 degrees (#8295) [transforms] Enabled torch compile on affine transform (#8218) [transforms] Avoid some graph breaks in transforms (#8171) [utils] Add float support to draw_keypoints (#8276) [utils] Add visibility parameter to draw_keypoints (#8225) [utils] Add float support to draw_segmentation_masks (#8150) [utils] Better show overlap section of masks in draw_segmentation_masks (#8213) [Docs] Various documentation improvements (#8341, #8332, #8198, #8318, #8202, #8246, #8208, #8231, #8300, #8197) [code quality] Various code quality improvements (#8273, #8335, #8234, #8345, #8334, #8119, #8251, #8329, #8217, #8180, #8105, #8280, #8161, #8313)

Contributors

We're grateful for our community, which helps us improve torchvision by submitting issues and PRs, and providing feedback and suggestions. The following persons have contributed patches for this release:

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