Commit Graph

5 Commits

Author SHA1 Message Date
NielsRogge
0759f2510c
Add DINO conversion script (#13265)
* First commit

* Add interpolation of patch embeddings

* Comment out code

* Fix bug

* Fix another bug

* Fix bug

* Fix another bug

* Remove print statements

* Update conversion script

* Use the official vit implementation

* Add support for converting dino_vits8

* Add DINO to docs of ViT

* Remove assertion

* Add interpolation of position encodings

* Fix bug

* Add align_corners

* Add interpolate_pos_encoding option to forward pass of ViTModel

* Improve interpolate_pos_encoding method

* Add docstring
2021-08-26 17:25:20 +02:00
Jayendra
9a9314f6d9
Flax VisionTransformer (#11951)
* adding vit for flax

* added test for Flax-vit and some bug-fixes

* overrided methods where variable changes were necessary for flax_vit test

* added FlaxViTForImageClassification for test

* Update src/transformers/models/vit/modeling_flax_vit.py

Co-authored-by: Suraj Patil <surajp815@gmail.com>

* made changes suggested in PR

* Adding jax-vit models for autoimport

* swapping num_channels and height,width dimension

* fixing the docstring for torch-like inputs for VIT

* add model to main init

* add docs

* doc, fix-copies

* docstrings

* small test fixes

* fix docs

* fix docstr

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* style

Co-authored-by: jayendra <jayendra@infocusp.in>
Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2021-06-10 21:17:13 +05:30
Sylvain Gugger
74712e22f3
Honor contributors to models (#11329)
* Honor contributors to models

* Fix typo

* Address review comments

* Add more authors
2021-04-21 09:47:27 -04:00
NielsRogge
9f1260971f
Add DeiT (PyTorch) (#11056)
* First draft of deit

* More improvements

* Remove DeiTTokenizerFast from init

* Conversion script works

* Add DeiT to ViT conversion script

* Add tests, add head model, add support for deit in vit conversion script

* Update model checkpoint names

* Update image_mean and image_std, set resample to bicubic

* Improve docs

* Docs improvements

* Add DeiTForImageClassificationWithTeacher to init

* Address comments by @sgugger

* Improve feature extractors

* Make fix-copies

* Minor fixes

* Address comments by @patil-suraj

* All models uploaded

* Fix tests

* Remove labels argument from DeiTForImageClassificationWithTeacher

* Fix-copies, style and quality

* Fix tests

* Fix typo

* Multiple docs improvements

* More docs fixes
2021-04-12 18:07:10 -04:00
NielsRogge
30677dc743
Add Vision Transformer and ViTFeatureExtractor (#10950)
* Squash all commits into one

* Update ViTFeatureExtractor to use image_utils instead of torchvision

* Remove torchvision and add Pillow

* Small docs improvement

* Address most comments by @sgugger

* Fix tests

* Clean up conversion script

* Pooler first draft

* Fix quality

* Improve conversion script

* Make style and quality

* Make fix-copies

* Minor docs improvements

* Should use fix-copies instead of manual handling

* Revert "Should use fix-copies instead of manual handling"

This reverts commit fd4e591bce.

* Place ViT in alphabetical order

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
2021-04-01 11:16:05 -04:00