Commit Graph

316 Commits (17a886cb5825cd8c26df4e65f7112d404b99fe12)

Author SHA1 Message Date
Ma Zerun 17a886cb58
Bump version to v1.2.0 (#1860)
* [Fix] Fix resize mix argument bug.

* Bump version to v1.2.0

* Fix UT
2024-01-04 20:43:27 +08:00
Yuan Liu fa53174fd9
[Feature]: Add MFF (#1725)
* [Feature]: Add MFF

* [Feature]: Add mff linear prob

* [Feature]: Add ft

* [Fix]: Update docstring

* [Feature]: Update out_indices

* [Feature]: Add prefix to ft

* [Feature]: Add README

* [Feature]: Update readme

* [Feature]: Update README

* [Feature]: Add metafile

* [Feature]: Update README

* [Fix]: Fix lint

* [Feature]: Add UT

* [Feature]: Update paper link
2023-08-08 16:01:07 +08:00
fangyixiao18 58a2243d99 Merge branch 'main' into dev 2023-07-28 15:35:55 +08:00
marouane amzil e7fc25cf64
[Fix] Fix nested predict for multi-task prediction. (#1716)
* fix: multi task predict

* change the loop

---------

Co-authored-by: Pierre Colle <piercus@gmail.com>
2023-07-28 13:44:12 +08:00
Yinlei Sun c5248b17b7
[Enhance] Adapt test cases on Ascend NPU. (#1728) 2023-07-28 13:39:38 +08:00
liyl 2b8d8eecb2
[Fix] Fix the issue #1711 "GaussianBlur doesn't work" (#1722)
* Fix issue 1711. GaussianBlur.

* Fix UT

---------

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-07-25 11:25:32 +08:00
fanqiNO1 64c446d507
[Feature] Support LoRA. (#1687)
* [Feature] Support LoRA

* [Feature] Support LoRA

* [Fix] Fix bugs

* [Refactor] Add copyright

* [Fix] Fix bugs

* [Enhancement] Add

* [Fix] Fix bugs

* [Fix] Fix bugs

* [Fix] Fix bugs

* [Fix] Fix bugs

* [Fix] Fix bugs

* [Docs] Update docstring

* [Docs] Update docstring

* [Refactor] Reformat with yapf

* [Docs] Update docstring

* [Refactor] Docformat

* [Refactor] Fix double-quote-string

* [Fix] fix pytorch version

* [Fix] isort

* [Fix] isort

* [Enhancement] Extend forward

* [Enhancement] Extend test

* [Fix] Fix targets

* [Enhancement] Extend LoRA to frozen models

* [Fix] Fix spelling

* [Fix] Override __getattr__

* [Fix] Add init_cfg

* [Enhancement] Add example config

* [Fix] Fix init_cfg

* [Enhancement] Add merging script

* [Fix] Remove init_cfg

* [Fix] Change lora key

* [Fix] Fix merge scripts

* [Fix] Fix merge scripts

* [Docs] Add docs

* [Fix] fix
2023-07-24 11:30:57 +08:00
Wang Xiang feb0814b2f
[Feature] Transfer shape-bias tool from mmselfsup (#1658)
* Transfer shape-bias tool from mmselfsup

* run shape-bias successfully, add CN docs

* fix unit test bug

* add shape_bias to index.rst in docs

* modified mistakes in shape-bias docs
2023-07-03 11:39:23 +08:00
Yixiao Fang a1cfe888e2
[Feature] Support SparK. (#1531)
* add spark configs

* fix configs

* remove repeat aug

* add module codes

* support lr layer decay of resnet

* update

* fix lint

* add metafile and readme

* fix lint

* add models and logs

* refactor codes

* fix lint

* update model rst

* update name

* add docstring

* add ut

* fix lint

---------

Co-authored-by: Ma Zerun <mzr1996@163.com>
2023-06-19 11:27:50 +08:00
zzc98 bc3c4a35ee
[Refactor] Support to use "split" to specify training set/validation set in the ImageNet dataset (#1535)
* [Feature]: Add caption

* [Feature]: Update scienceqa

* [CI] Add test mim CI. (#879)

* refactor imagenet dataset

* refactor imagenet dataset

* refactor imagenet dataset

* update imagenet21k

* update configs

* update mnist

* update dataset_prepare.md

* fix sun397 url and update user_guides/dataset_prepare.md

* update dataset_prepare.md

* fix sun397 dataset

* fix sun397

* update chinese dataset_prepare.md

* update dataset_prepare.md

* [Refactor] update voc dataset

* [Refactor] update voc dataset

* refactor imagenet

* refactor imagenet

* use mmengine.fileio

---------

Co-authored-by: liuyuan <3463423099@qq.com>
Co-authored-by: Ma Zerun <mzr1996@163.com>
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-06-02 11:03:18 +08:00
Ma Zerun 5bd088ef43
[Fix] Update torchvision transform wrapper (#1595)
* Update torchvision transform wrapper

* Update requirements

* fix unit tests

---------

Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-05-26 17:56:09 +08:00
Yixiao Fang e4c4a81b56
[Feature] Support iTPN and HiViT (#1584)
* hivit added

* Update hivit.py

* Update hivit.py

* Add files via upload

* Update __init__.py

* Add files via upload

* Update __init__.py

* Add files via upload

* Update hivit.py

* Add files via upload

* Add files via upload

* Add files via upload

* Add files via upload

* Update itpn.py

* Add files via upload

* Update __init__.py

* Update mae_hivit-base-p16.py

* Delete mim_itpn-base-p16.py

* Add files via upload

* Update itpn_hivit-base-p16.py

* Update itpn.py

* Update hivit.py

* Update __init__.py

* Update mae.py

* Delete hivit.py

* Update __init__.py

* Delete configs/itpn directory

* Add files via upload

* Add files via upload

* Delete configs/hivit directory

* Add files via upload

* refactor and add metafile and readme

* update clip

* add ut

* update ut

* update

* update docstring

* update model.rst

---------

Co-authored-by: 田运杰 <48153283+sunsmarterjie@users.noreply.github.com>
2023-05-26 12:08:34 +08:00
Ezra-Yu 1f07c92ed1
[Feature] Add retrieval mAP metric. (#1552)
* rebase

* fefine

* fix lint

* update readme

* rebase

* fix lint

* update docstring

* update docstring

* rebase

* rename corespanding names

* rebase
2023-05-26 10:40:08 +08:00
Yuan Liu 46a523ef63
[Feature] Add GQA dataset. (#1585)
* [Feature]: Add GQA dataset

* [Feature]: Add GQA

* [Feature]: Add GQA UT

* [Fix]: Fix hint

* [Feature]: Add BLIP2 GQA

* [Fix]: Fix lint

* [Feature]: Update anno link

* [Fix]: Update docstring

* [Feature]: Update all links
2023-05-23 11:25:42 +08:00
Yuan Liu be389eb846
[Fix] Fix scienceqa (#1581) 2023-05-22 16:10:17 +08:00
liuyuan 13e4d6c512 [Fix]: Fix UT 2023-05-22 11:55:08 +08:00
liuyuan 87f849cbb6 [Feature]: Add scienceqa metric 2023-05-22 11:31:07 +08:00
Ma Zerun 6847d20d57
[Feature] Support multiple multi-modal algorithms and inferencers. (#1561)
* [Feat] Migrate blip caption to mmpretrain. (#50)

* Migrate blip caption to mmpretrain

* minor fix

* support train

* [Feature] Support OFA caption task. (#51)

* [Feature] Support OFA caption task.

* Remove duplicated files.

* [Feature] Support OFA vqa task. (#58)

* [Feature] Support OFA vqa task.

* Fix lint.

* [Feat] Add BLIP retrieval to mmpretrain. (#55)

* init

* minor fix for train

* fix according to comments

* refactor

* Update Blip retrieval. (#62)

* [Feature] Support OFA visual grounding task. (#59)

* [Feature] Support OFA visual grounding task.

* minor add TODO

---------

Co-authored-by: yingfhu <yingfhu@gmail.com>

* [Feat] Add flamingos coco caption and vqa. (#60)

* first init

* init flamingo coco

* add vqa

* minor fix

* remove unnecessary modules

* Update config

* Use `ApplyToList`.

---------

Co-authored-by: mzr1996 <mzr1996@163.com>

* [Feature]: BLIP2 coco retrieval  (#53)

* [Feature]: Add blip2 retriever

* [Feature]: Add blip2 all modules

* [Feature]: Refine model

* [Feature]: x1

* [Feature]: Runnable coco ret

* [Feature]: Runnable version

* [Feature]: Fix lint

* [Fix]: Fix lint

* [Feature]: Use 364 img size

* [Feature]: Refactor blip2

* [Fix]: Fix lint

* refactor files

* minor fix

* minor fix

---------

Co-authored-by: yingfhu <yingfhu@gmail.com>

* Remove

* fix blip caption inputs (#68)

* [Feat] Add BLIP NLVR support. (#67)

* first init

* init flamingo coco

* add vqa

* add nlvr

* refactor nlvr

* minor fix

* minor fix

* Update dataset

---------

Co-authored-by: mzr1996 <mzr1996@163.com>

* [Feature]: BLIP2 Caption (#70)

* [Feature]: Add language model

* [Feature]: blip2 caption forward

* [Feature]: Reproduce the results

* [Feature]: Refactor caption

* refine config

---------

Co-authored-by: yingfhu <yingfhu@gmail.com>

* [Feat] Migrate BLIP VQA to mmpretrain (#69)

* reformat

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* change

* refactor code

---------

Co-authored-by: yingfhu <yingfhu@gmail.com>

* Update RefCOCO dataset

* [Fix] fix lint

* [Feature] Implement inference APIs for multi-modal tasks. (#65)

* [Feature] Implement inference APIs for multi-modal tasks.

* [Project] Add gradio demo.

* [Improve] Update requirements

* Update flamingo

* Update blip

* Add NLVR inferencer

* Update flamingo

* Update hugging face model register

* Update ofa vqa

* Update BLIP-vqa (#71)

* Update blip-vqa docstring (#72)

* Refine flamingo docstring (#73)

* [Feature]: BLIP2 VQA (#61)

* [Feature]: VQA forward

* [Feature]: Reproduce accuracy

* [Fix]: Fix lint

* [Fix]: Add blank line

* minor fix

---------

Co-authored-by: yingfhu <yingfhu@gmail.com>

* [Feature]: BLIP2 docstring (#74)

* [Feature]: Add caption docstring

* [Feature]: Add docstring to blip2 vqa

* [Feature]: Add docstring to retrieval

* Update BLIP-2 metafile and README (#75)

* [Feature]: Add readme and docstring

* Update blip2 results

---------

Co-authored-by: mzr1996 <mzr1996@163.com>

* [Feature] BLIP Visual Grounding on MMPretrain Branch (#66)

* blip grounding merge with mmpretrain

* remove commit

* blip grounding test and inference api

* refcoco dataset

* refcoco dataset refine config

* rebasing

* gitignore

* rebasing

* minor edit

* minor edit

* Update blip-vqa docstring (#72)

* rebasing

* Revert "minor edit"

This reverts commit 639cec757c215e654625ed0979319e60f0be9044.

* blip grounding final

* precommit

* refine config

* refine config

* Update blip visual grounding

---------

Co-authored-by: Yiqin Wang 王逸钦 <wyq1217@outlook.com>
Co-authored-by: mzr1996 <mzr1996@163.com>

* Update visual grounding metric

* Update OFA docstring, README and metafiles. (#76)

* [Docs] Update installation docs and gradio demo docs. (#77)

* Update OFA name

* Update Visual Grounding Visualizer

* Integrate accelerate support

* Fix imports.

* Fix timm backbone

* Update imports

* Update README

* Update circle ci

* Update flamingo config

* Add gradio demo README

* [Feature]: Add scienceqa (#1571)

* [Feature]: Add scienceqa

* [Feature]: Change param name

* Update docs

* Update video

---------

Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com>
Co-authored-by: yingfhu <yingfhu@gmail.com>
Co-authored-by: Yuan Liu <30762564+YuanLiuuuuuu@users.noreply.github.com>
Co-authored-by: Yiqin Wang 王逸钦 <wyq1217@outlook.com>
Co-authored-by: Rongjie Li <limo97@163.com>
2023-05-19 16:50:04 +08:00
Yixiao Fang 770eb8e24a
[Fix] Fix ddp bugs caused by `out_type`. (#1570)
* set out_type to be 'raw'

* update test
2023-05-17 17:32:10 +08:00
zzc98 034919d032
[Feature] add eva02 backbone (#1450)
* [CI] Add test mim CI. (#879)

* [CI] Add test mim CI. (#879)

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* update

* update ci

* rebase

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* update

* update readme and configs

* update readme and configs

* refactore eva02

* [CI] Add test mim CI. (#879)

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* update

* update ci

* rebase

* feat: add eva02 backbone

* feat: add eva02 backbone

* feat: add eva02 backbone

* update

* update readme and configs

* refactore eva02

* update readme and metafile

* update readme and metafile

* update readme and metafile

* update

* rename eva02

* rename eva02

* fix uts

* rename configs

---------

Co-authored-by: Ma Zerun <mzr1996@163.com>
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-05-06 19:28:31 +08:00
Yixiao Fang d9e561a09d
[Feature] Support dinov2 backbone (#1522)
* support dinov2 backbone

* update metafile and readme

* compatible to use_layer_scale

* update SwiGLUFFN

* add deprecation warning

* update
2023-05-05 16:59:37 +08:00
zzc98 496e098b21
[Feature] Support some downstream classification datasets. (#1467)
* feat: support some downstream classification datasets

* update sun397

* sum

* update sun397

* [CI] Add test mim CI. (#879)

* feat: support some downstream classification datasets

* update sun397

* sum

* update sun397

* rebase

* feat: support some downstream classification datasets

* update sun397

* update sun397

* update sun397

* update sun397

* fix unittest

* update docstring

* rm

* update

* update

* refactor names of datasets

* refactor some implements of datasets

* refactor some implements of datasets

* fix datasets unittest

* refactor cub and stanford cars

* refactor cub and cifar

* refactor cub and cifar

* refactor cub and cifar

* update downstream datasets and docs

* update docstring

---------

Co-authored-by: Ma Zerun <mzr1996@163.com>
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-05-05 14:43:14 +08:00
Ezra-Yu 99e48116aa
[Feature] Register torchvision transforms into mmcls (#1265)
* [Enhance] Add stochastic depth decay rule in resnet. (#1363)

* add stochastic depth decay rule to drop path rate

* add default value

* update

* pass ut

* update

* pass ut

* remove np

* rebase

* update ToPIL and ToNumpy

* rebase

* rebase

* rebase

* rebase

* add readme

* fix review suggestions

* rebase

* fix conflicts

* fix conflicts

* fix lint

* remove comments

* remove useless code

* update docstring

* update doc API

* update doc

---------

Co-authored-by: Yixiao Fang <36138628+fangyixiao18@users.noreply.github.com>
2023-04-13 18:05:57 +08:00
Yixiao Fang 0826df8963
[Feature] Add ViT of SAM (#1476)
* add vit of sam

* update

* update

* add ut

* update ut

* remove num_classes

* support dynamic input

* add ut

* add comments

* update ut
2023-04-13 17:03:28 +08:00
Ezra-Yu 47e033c466
[Fix] fix pbn bug (#1466) 2023-04-07 15:38:04 +08:00
techmonsterwang 32c258ff19 update riformer mmpretrain 2023-04-06 21:56:25 +08:00
techmonsterwang 0b70c108b0 update riformer mmpretrain 2023-04-06 21:56:25 +08:00
Ezra-Yu 3a25b13eb3
[Fix] Update CI (#1454)
* update ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* update window ci

* ignore tests/test_tools.py
2023-04-06 10:52:08 +08:00
Ma Zerun 4f5b38f225
[Refactor] Update almost tools and add unit tests for these tools. (#1418)
* [Refactor] Update almost tools and add unit tests for these tools.

* Fix Windows UT.
2023-03-17 10:50:51 +08:00
Ma Zerun 3472ee5d2c
[Feature] Implememnt the universal visualizer for multiple task. (#1404)
* [Feature] Implememnt the universal visualizer for multiple task.

* Update tools

* Improve according to comments.

* Fix tools docs

* Add --test-cfg option and set default collate function.
2023-03-09 11:36:54 +08:00
Ma Zerun dbf3df21a3
[Refactor] Use `out_type` to specify ViT-like backbone output. (#1408)
* [Refactor] Use  to specify ViT-like backbone output.

* Fix ClsBatchNormNeck

* Update mmpretrain/models/necks/mae_neck.py

---------

Co-authored-by: Yixiao Fang <36138628+fangyixiao18@users.noreply.github.com>
2023-03-09 11:02:58 +08:00
Ma Zerun 274a67223e
[Feature] Implement layer-wise learning rate decay optimizer constructor. (#1399)
* [Feature] Implement layer-wise learning rate decay optimizer constructor.

* Use num_layers instead of max_depth to avoid misleading

* Add UT

* Update docstring

* Update log info

* update LearningRateDecay configs

---------

Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-07 17:30:39 +08:00
Yixiao Fang 08dc8c75d3
[Refactor] Add selfsup algorithms. (#1389)
* remove basehead

* add moco series

* add byol simclr simsiam

* add ut

* update configs

* add simsiam hook

* add and refactor beit

* update ut

* add cae

* update extract_feat

* refactor cae

* add mae

* refactor data preprocessor

* update heads

* add maskfeat

* add milan

* add simmim

* add mixmim

* fix lint

* fix ut

* fix lint

* add eva

* add densecl

* add barlowtwins

* add swav

* fix lint

* update readtherdocs rst

* update docs

* update

* Decrease UT memory usage

* Fix docstring

* update DALLEEncoder

* Update model docs

* refactor dalle encoder

* update docstring

* fix ut

* fix config error

* add val_cfg and test_cfg

* refactor clip generator

* fix lint

* pass check

* fix ut

* add lars

* update type of BEiT in configs

* Use MMEngine style momentum in EMA.

* apply mmpretrain solarize

---------

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-03-06 16:53:15 +08:00
Ma Zerun a05c79e806
[Refactor] Move transforms in mmselfsup to mmpretrain. (#1396)
* [Refactor] Move transforms in mmselfsup to mmpretrain.

* Update transform docs and configs. And register some mmcv transforms in
mmpretrain.

* Fix missing transform wrapper.

* update selfsup transforms

* Fix UT

* Fix UT

* update gaussianblur inconfigs

---------

Co-authored-by: fangyixiao18 <fangyx18@hotmail.com>
2023-03-03 15:01:11 +08:00
Yixiao Fang c9670173aa
[Refactor] Move and refactor utils from mmselfsup. (#1385)
* add heads

* add losses

* fix

* remove mim head

* add modified backbones and target generators

* fix lint

* fix lint

* add heads

* add losses

* fix

* add data preprocessor from mmselfsup

* add ut for data prepocessor

* add GatherLayer

* add ema

* add batch shuffle

* add misc

* fix lint

* update

* update docstring
2023-02-28 17:04:40 +08:00
Ma Zerun 414ba80274
[Refactor] Refactor APIs, add `ImageRetrievalInferencer` and `FeatureExtractor`. (#1380)
* [Refactor] Refactor APIs, add `ImageRetrievalInferencer` and `FeatureExtractor'.

* Update image retrieval

* Update FeatureExtractor

* Fix UT
2023-02-28 16:31:42 +08:00
Yixiao Fang e453a45d31
[Refactor] Add self-supervised backbones and target generators. (#1379)
* add heads

* add losses

* fix

* remove mim head

* add modified backbones and target generators

* add unittest

* refactor caevit

* add window_size check

* fix lint

* apply new DataSample

* fix ut error

* update ut

* fix ut

* fix lint

* Update base modules.

---------

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-02-28 15:59:17 +08:00
Yixiao Fang 63d9f27fde
[Refactor] Add necks, heads and losses for the self-supervised task. (#1376)
* add necks

* refactor linear neck

* rename simmim neck

* add heads

* add losses

* fix

* add unittest

* update

* update cae

* remove mim head

* update config
2023-02-28 10:05:00 +08:00
Yixiao Fang 75c79311f4
[Refactor] Update datasets (#1375)
* add ut

* add places205

* support ann_file without labels

* temp test

* update custom

* update

* update ut

* Update CustomDataset.

* Update Places205.

---------

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-02-27 15:42:22 +08:00
Yixiao Fang 89000c10eb
[Refactor] Refactor configs and metafile (#1369)
* update base datasets

* update base

* update barlowtwins

* update with new convention

* update

* update

* update

* add schedule

* add densecl

* add eva

* add mae

* add maskfeat

* add milan and mixmim

* add moco

* add swav simclr

* add simmim and simsiam

* refine

* update

* add to model index

* update config inheritance

* fix error in metafile

* Update pre-commit and metafile check script

* update metafile

* fix name error

* Fix classification model name and config name

---------

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-02-23 11:17:16 +08:00
Ma Zerun 36bea13fca
[Refactor] Refactor ClsDatasample to a union DataSample. (#1371)
* [Refactor] Refactor ClsDatasample to a union DataSample.

* Add  method

* Fix docstring

* Update docstring.
2023-02-23 10:07:53 +08:00
mzr1996 0979e78573 Rename the package name to `mmpretrain`. 2023-02-17 15:20:55 +08:00
QINGTIAN 8352951f3d
[Feature] Support XCiT Backbone. (#1305)
* update model file

* Update XCiT implementation and configs.

* Update metafiles

* Update metafile

* Fix floor divide

* Imporve memory usage

---------

Co-authored-by: qingtian <459291290@qq.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
2023-02-15 10:32:35 +08:00
Ma Zerun bedf4e9f64
[Refactor] Update analysis tools and documentations. (#1359)
* [Refactor] Update analysis tools and documentations.

* Update migration.md and add unit test.

* Fix print_config.py
2023-02-15 10:28:08 +08:00
Ma Zerun b4ee9d2848
[Feature] Support calculate confusion matrix and plot it. (#1287)
* [Feature] Support calculate confusion matrix and plot it.

* Fix keepdim

* Update confusion_matrix tools and the plot graph.

* Revert accidental modification.

* Update docstring

* Move confusion matrix tool to
2023-02-14 12:58:11 +08:00
takuoko 841256b630
[Feature] Support RetrieverRecall metric & Add ArcFace config (#1316)
* rebase

* add ap metric

* fix mlti-gpu bug in retrevel

* rebase

* rebase

* add training cfgs and update readme.md

* fix bugs(cannot load vecs in dist and diff test-val recall\)

* update configs and readme

* fix ut

* fix doc

* rebase

* fix rebase conflicts

* fix rebase error

* fix UT error

* fix docs

* fix typo

---------

Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-02-14 12:46:21 +08:00
fam_taro 4ce7be17c9
[Enhance] Enable to toggle whether Gem Pooling is trainable or not. (#1246)
* Enable to toggle whether Gem Pooling is trainable or not.

* Add test case whether Gem Pooling is trainable or not.

* Enable to toggle whether Gem Pooling is trainable or not by requires_grad

---------

Co-authored-by: Yusuke Fujimoto <yusuke.fujimoto@rist.co.jp>
2023-02-09 11:27:05 +08:00
Ma Zerun a3f2effb17
[Feature] Add `ImageClassificationInferencer`. (#1261)
* [Feature] Add ImageClassificationInferencer.

* Update inferencer implementation and add unit tests.

* Update documentations.

* Update pre-commit hook

* Update docs
2023-02-08 14:30:12 +08:00
zzc98 7e4502b0ac
[Feature] Support InShop Dataset (Image Retrieval). (#1019)
* rebase

* feat: add inshop dataset (retrieval)

* update fileIO

* update unit tests

* fix windows ci

* fix windows ci

* fix lint

* update unit tests

* update docs

* update docs

Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2023-01-18 17:16:54 +08:00
aso538 6b9e2b55dd
[Feature] Support LeViT backbone. (#1238)
* 网络搭建完成、能正常推理

* 网络搭建完成、能正常推理

* 网络搭建完成、能正常推理

* 添加了模型转换未验证,配置文件 但有无法运行

* 模型转换、结构验证完成,可以推理出正确答案

* 推理精度与原论文一致 已完成转化

* 三个方法改为class 暂存

* 完成推理精度对齐 误差0.04

* 暂时使用的levit2mmcls

* 训练跑通,训练相关参数未对齐

* '训练相关参数对齐'参数'

* '修复训练时验证导致模型结构改变无法复原问题'

* '修复训练时验证导致模型结构改变无法复原问题'

* '添加mixup和labelsmooth'

* '配置文件补齐'

* 添加模型转换

* 添加meta文件

* 添加meta文件

* 删除demo.py测试文件

* 添加模型README文件

* docs文件回滚

* model-index删除末行空格

* 更新模型metafile

* 更新metafile

* 更新metafile

* 更新README和metafile

* 更新模型README

* 更新模型metafile

* Delete the model class and get_LeViT_model methods in the mmcls.models.backone.levit file

* Change the class name to Google Code Style

* use arch to provide default architectures

* use nn.Conv2d

* mmcv.cnn.fuse_conv_bn

* modify some details

* remove down_ops from the architectures.

* remove init_weight function

* Modify ambiguous variable names

* Change the drop_path in config to drop_path_rate

* Add unit test

* remove train function

* add unit test

* modify nn.norm1d to build_norm_layer

* update metafile and readme

* Update configs and LeViT implementations.

* Update README.

* Add docstring and update unit tests.

* Revert irrelative modification.

* Fix unit tests

* minor fix

Co-authored-by: mzr1996 <mzr1996@163.com>
2023-01-17 17:43:42 +08:00