transformers

a1835195 - 🚨🚨🚨 [SuperPoint] Fix keypoint coordinate output and add post processing (#33200)

🚨🚨🚨 [SuperPoint] Fix keypoint coordinate output and add post processing (#33200) * feat: Added int conversion and unwrapping * test: added tests for post_process_keypoint_detection of SuperPointImageProcessor * docs: changed docs to include post_process_keypoint_detection method and switched from opencv to matplotlib * test: changed test to not depend on SuperPointModel forward * test: added missing require_torch decorator * docs: changed pyplot parameters for the keypoints to be more visible in the example * tests: changed import torch location to make test_flax and test_tf * Revert "tests: changed import torch location to make test_flax and test_tf" This reverts commit 39b32a2f69500bc7af01715fc7beae2260549afe. * tests: fixed import * chore: applied suggestions from code review Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> * tests: fixed import * tests: fixed import (bis) * tests: fixed import (ter) * feat: added choice of type for target_size and changed tests accordingly * docs: updated code snippet to reflect the addition of target size type choice in post process method * tests: fixed imports (...) * tests: fixed imports (...) * style: formatting file * docs: fixed typo from image[0] to image.size[0] * docs: added output image and fixed some tests * Update docs/source/en/model_doc/superpoint.md Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com> * fix: included SuperPointKeypointDescriptionOutput in TYPE_CHECKING if statement and changed tests results to reflect changes to SuperPoint from absolute keypoints coordinates to relative * docs: changed SuperPoint's docs to print output instead of just accessing * style: applied make style * docs: added missing output type and precision in docstring of post_process_keypoint_detection * perf: deleted loop to perform keypoint conversion in one statement * fix: moved keypoint conversion at the end of model forward * docs: changed SuperPointInterestPointDecoder to SuperPointKeypointDecoder class name and added relative (x, y) coordinates information to its method * fix: changed type hint * refactor: removed unnecessary brackets * revert: SuperPointKeypointDecoder to SuperPointInterestPointDecoder * Update docs/source/en/model_doc/superpoint.md Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com> --------- Co-authored-by: Steven Bucaille <steven.bucaille@buawei.com> Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com> Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>