GitLab

* [WIP]
*added stanford_cars

* [WIP]
added stanfordCars to docs

* [WIP]
minor edits

* [WIP]
minor edits

* edited StanfordCars class

* Adding Testcase for stanford cars

* Added Testcase for stanford cars

* Added Testcase for stanford cars

* minor edit

* made changes as per the suggestions

* fixed typo in naming stanford_cars.py

* cars_meta.mat file will be created in test

* Some cleanups

* Sigh

* don't convert to strings
Co-authored-by: Nicolas Hug <nicolashug@fb.com>

* feat: Added EuroSAT dataset

* test: Added unittest

* docs: Improved comments

* docs: Updated the documentation

* docs: Removed unnecessary comments

* fix: Fixed class implementation

* test: Fixed unittest

* fix: Fixed magic method len

* test: Fixed unittest

* refactor: Refactored EuroSAT

* refactor: Applied modifications

* Apply suggestions from code review

* refactor: Applied request changes

* refactor: Made var explicit

* fix: Fixed attribute initialization order

* refactor: Removed name mapping
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Add support for PCAM dataset

* mypy

* Apply suggestions from code review
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Remove classes and class_to_idx attributes

* Use _decompress
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Conditionally include Python in the C++ builds.

Added an option `USE_PYTHON` that allows users to decide to link to Python3 or not.

* Also conditionally include this defintion.

* Define `USE_PYTHON` for the Windows builds.

* Remove Python3 reference in CMake test as it's no longer required.

* Accidentally removed the closing > from the decl.

* Also add `USE_PYTHON` when building the separate image library on Windows.

* Also conditionally include this depening on USE_PYTHON.

* Go back to require Python for this example.

* Find Python in the hello world example.

* Add a paragraph documenting the `USE_PYTHON` option.
Co-authored-by: Prabhat Roy <prabhatroy@fb.com>

* Update ResNet-50 accuracy with Repeated Augmentations

* Update the ResNet50 weights URL.
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* relax split requirement for prototype datasets

* remove obsolete tests

* appease mypy

* fix failing test

* fix load config test with default config

* add CUB200 prototype datasets

* address review comments

* add fvgc_aircraft dataset

* add docstring & remove useless import

* resolve lint issue

* address comments

* adding more annotation level

* nit

* address comments

* Apply suggestions from code review

* unify format

* remove useless line
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* add regnet_y_128gf

* fix test

* add expected test file

* update regnet factory function, add to prototype as well

* write torchscript to temp file instead bytesio in model test

* docs

* clear GPU memory

* no_grad

* nit
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* Add Flowers102 datasets

* Fix initialization of images and labels

* Fix _check_exists in Flowers102

* Add Flowers102 to datasets and docs

* Add Flowers102TestCase to unittest

* Fixing Python type statically

* Shuffle the fake labels

* Update test/test_datasets.py
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Apply the suggestions by pmeier

* Use check_integrity to check file existence

* Save the labels to base_folder

* Minor fixes

* Using a loop makes this more concise without reducing readability
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Using a loop makes this more concise without reducing readability
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* Remove self.labels and self.label_to_index attributes

* minor simplification

* Check the exitence of image folder

* Revert the check

* Check the existence of image folder

* valid -> val

* keep some stuff private

* minor doc arrangements

* remove default FEATURE_TYPES

* Simplify the datasets existence

* check if the image folder exists
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* isdir -> is_dir
Co-authored-by: Philip Meier <github.pmeier@posteo.de>
Co-authored-by: Nicolas Hug <nicolashug@fb.com>

* use enums in prototype datasets for demux

* use enum for category generation

* revert enum usage for single use constants

* graduate vit from prototype

* nit

* add vit to docs and hubconf

* ufmt

* re-correct ufmt

* again

* fix linter

* Add Country211 dataset

To addresses issue #5108.

* Add Country211 dataset

To addresses issue #5108.

* Update country211.py

* Update country211.py

* Code review reflected

Reflect code review

* Update test_datasets.py

* Update with review

Update with review

* inherit from ImageFolder

* Update test/test_datasets.py

* Docstring + minor test update
Co-authored-by: Philip Meier <github.pmeier@posteo.de>
Co-authored-by: Nicolas Hug <nicolashug@fb.com>

* Modifying keypoint_rcnn.py

* Update torchvision/models/detection/keypoint_rcnn.py
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* Remove unnecessary new line
Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* refactor prototype datasets tests

* skip tests with insufficient third party dependencies

* dataset class added

* fix code format

* fixed requested changes

* fixed issues in sun397

* Update torchvision/datasets/sun397.py
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* refactor forward function

* reemove n from return

* add prototype dataset for oxford-iiit-pet

* add old-style dataset

* add tests

* fix mypy

* fix test

* remove properties and use pathlib

* target_type to target_types

* move target annotation

* add docstring

* fix test

* Improved meta-data for models.

* Addressing comments from code-review.

* Add parameter count.

* Fix linter.

* add prototype dataset

* add old-style dataset

* appease mypy

* simplify prototype scenes

* Update torchvision/datasets/clevr.py
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* Added GTSRB dataset

* Added unittest for GTSRB dataset

* Apply suggestions from code review

* More changes from code review

* readd accidental removed line
Co-authored-by: Philip Meier <github.pmeier@posteo.de>

* *FileLoader -> *FileOpener

* fix opening mode
Co-authored-by: Kevin Tse <NivekT@users.noreply.github.com>

Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

* add prototype dataset

* add old style dataset

* Apply suggestions from code review
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* refactor integrity check
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* add DTD as prototype dataset

* add old style dataset

* add test for old dataset

* fix tests for windows

* add dataset to docs

* remove properties and use pathlib

* Apply suggestions from code review
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* fold -> partition
Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>

* Adding pretrained ViT weights

* Adding recipe as part of meta

* update checkpoints using best ema results

* Fix handle_legacy_interface and update recipe url

* Update README

* add contribution instructions for prototype datasets

* cleanup

* fix links

* Update torchvision/prototype/datasets/_builtin/README.md

Co-authored-by: Vasilis Vryniotis <datumbox@users.noreply.github.com>

Co-authored-by: Nikita Shulga <nshulga@fb.com>