TorchVision is extending its Transforms API! Here is what’s new:
You can use them not only for Image Classification but also for Object Detection, Instance & Semantic Segmentation and Video Classification.
You can use new functional transforms for transforming Videos, Bounding Boxes and Segmentation Masks.
The API is completely backward compatible with the previous one, and remains the same to assist the migration and adoption. We are now releasing this new API as Beta in the torchvision.transforms.v2 namespace, and we would love to get early feedback from you to improve its functionality. Please reach out to us if you have any questions or suggestions.
Note that this API is still Beta. While we do not expect major breaking changes, some APIs may still change according to user feedback. Please submit any feedback you may have in pytorch/vision#6753, and you can also check out pytorch/vision#7319 to learn more about the APIs that we suspect might involve future changes.
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Bumps torchvision from 0.11.3 to 0.15.2.
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Sourced from torchvision's releases.
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Commits
fa99a53
Remove temporary channel for python 3.11 (#7505) (#7532)3a17f14
[Release only change] Advance version for minor release (#7531)83ef3a6
[CHERRY-PICK] prevent unwrapping in SanitizeBoundingBoxes (#7446) (#7450)2bda93b
[CHERRY-PICK] MovingMNIST split fix (#7449) (#7451)e872006
[Cherry-pick for 0.15.2] move parameter sampling of RandomPhotometricDistort ...42759b1
Version number bump for vision (#7419)0ca0735
[Cherry-pick for 0.15] Fix warning message (#7395)a2c033c
Remove prototype code / tests / CI on release branch (#7390)96bdbe0
Skip some warning test on 3.10 to avoid MKL-related warning (and failure) (#7...23e3ede
[Cherry-pick for 0.15] Use python 3.9 conda environment for cmake circleci wo...You can trigger a rebase of this PR by commenting
@dependabot rebase
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