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75 Commits (693596bc2f24681c8b0d61ae1c827526a3fed2bf)

Author SHA1 Message Date
zzc98 693596bc2f
[Feature] Add Base Retriever and Image2Image Retriever for retrieval tasks. (#1055) 
* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* update retriever

* fix lint

* add hook unit test

* Use `register_buffer` to save prototype vectors and add a progress bar
during preparing prototype.

* update UTs

* update UTs

* fix typo

* modify the hook

Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-11-02 17:43:56 +08:00
Hubert bcca619066
[Feature] Support MobileViT backbone. (#1068) 
* init

* fix

* add config

* add meta

* add unittest

* fix for comments

* Imporvee docstring and support custom arch.

* Update README

* Update windows CI

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-10-18 17:05:59 +08:00
Ma Zerun 29f066f7fb
[Improve] Speed up data preprocessor. (#1064) 
* [Improve] Speed up data preprocessor.

* Add ClsDataSample serialization override functions.

* Add unit tests

* Modify configs to fit new mixup args.

* Fix `num_classes` of the ImageNet-21k config.

* Update docs.
 2022-10-17 17:08:18 +08:00
takuoko a49c3076e1
[Feature] Support DeiT3. (#1065) 
* deit3

deit3

lint

* add tools and test

* deit3

* deit3

* fix preprocess

* lint

* Update config names and checkpoint paths

* Update convert tools to use mmengine, and fix docstring.

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-10-10 14:54:20 +08:00
Ma Zerun 51b7c754e7 [Fix] Fix the output position of Swin-Transformer. (#947) 
* [Fix] Fix the output position of Swin-Transformer.

* Rename `downsample` argument to `do_downsample`.
 2022-09-22 17:11:52 +08:00
Ma Zerun 034683cfcd
[Feature] Support MViT for MMCLS 1.x (#1023) 
* [Feature] Support MViT for MMCLS 1.x

* Add unit tests

* Update documentation
 2022-09-22 09:23:49 +08:00
Songyang Zhang 81f10ccbb7
[Feature] Support EdgeNeXt for dev-1.x. (#1037) 
* [Feature] add EdgeNeXt for dev-1.x

* [Feature] add update

* Imporve EdgeNeXt

* Fix div error in low pytorch version

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-09-21 13:27:04 +08:00
Ma Zerun e9e2d48cb2
[Improve] Update benchmark scripts (#1028) 
* Update train benchmark scripts

* Add `--cfg-options` for dev scripts and enhance `--range`.

* Fix bug of regex expression.

* Fix minor bugs

* Update ShuffleNet configs

* Update rsb-a1 configs and label smooth loss mode.

* Update inference dev scripts

* From `mmengine` instead of `mmcv` import fileio.

* Fix lint

* Update pre-commit hook

* Use `use_sigmoid` option instead of "bce" mode in label smooth loss.
 2022-09-20 15:50:21 +08:00
Hubert e4e8047563
[Feature] Support Swin Transformer V2 for MMCLS 1.x. (#1029) 
* [Feature] support swin v2 in mmcls 1.x

* fix configs

* fix clamp max

* Fix meshgrid

* Imporve swin v2

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-09-20 15:45:27 +08:00
Ezra-Yu aaf127c5e1
[Feature] Add efficientformer Backbone for MMCls 1.x. (#1031) 
* rebase

* update filename

* update URL

* update UT

* fix lint

* update head

* add efficientformer

* update filename

* update UT

* fix lint

* update configs

* rebase

* fix unit tests

* Fix comments and docs.

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-09-20 14:56:45 +08:00
Ezra-Yu f1d2f50c21
[Feature] Add MobileOne Backbone For MMCls 1.x. (#1030) 
* add mobileOne

* add train cfg

* update cfgs

* update URL

* update configs

* update inceptionv3 metafile

* add configs

* fix lint

* update checkpoint urls

* Update configs

* Update README

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-09-16 11:55:10 +08:00
Ma Zerun 61e9d890a6
[CI] Update circle-ci and github workflow. (#1018) 
* Add deploy workflow.

* [CI] Update circle-ci and github workflow.

* Fix windows CI

* Update unit tests to save memory
 2022-09-13 11:46:15 +08:00
Ma Zerun 0b61b76325
[Docs] Add Migration documentation. (#997) 
* [Docs] Add Migration documentation.

* Fix the train_cfg argument

* [WIP] Improve according to comments

* Imporve according to comments.
 2022-08-31 13:31:48 +08:00
Ma Zerun 2b88df4484
[Refactor] Refactor the data flow. (#989) 
* [Refactor] Refactor the data flow.

* Add comments about data preprocessor.

* Fix after mmengine folder structure refactoring.
 2022-08-26 10:40:43 +08:00
Ma Zerun b7d0d521eb
[Refactor] Use `mmengine` instead of `mmcv` and refactor some transforms. (#986) 
* [Refactor] Refactor the rest data transforms and fix some docstring.

* Use `mmengine` instead of `mmcv`

* Refactor KFold dataset tools

* Fix docstring according to comments
 2022-08-24 15:59:02 +08:00
Ma Zerun b8b31e9343
[Improve] Multiple fixes. (#957) 
* Rename some files in unit tests.

* Rename `pipelines` folder to `transforms`.

* Fix version requirement range.

* Remove `init_random_seed` and `set_random_seed`.

* Fix unit tests

* Rename `convert_models` to `model_converters`.
 2022-08-09 15:58:08 +08:00
Ma Zerun 43e60ad5a6
[Improve] Rename `mmcls.data` to `mmcls.structures`. (#941) 2022-07-29 14:18:13 +08:00
Ezra-Yu 9118b97239 refactor evaluation 2022-07-18 11:11:13 +08:00
Ezra-Yu 6ed3860ea6 refactor UTs 2022-07-18 11:11:13 +08:00
Ezra-Yu 0f30c392a3 from core to engine 2022-07-18 11:11:13 +08:00
mzr1996 24bcf069f8 [Refactor] Refactor dev scripts 2022-07-18 11:11:13 +08:00
Ezra-Yu e9342d9e4c Add multi_label heads 2022-07-18 11:11:13 +08:00
yingfhu 62b046521e [Refactor] refactor ViTHead, DeiTHead, ConformerHead, StackedHead 2022-07-18 11:11:13 +08:00
mzr1996 375fe68f12 Imporve according to comments 2022-07-18 11:11:13 +08:00
mzr1996 f3299b4ca2 [Refactor] Refactor batch augmentations 2022-07-18 11:11:13 +08:00
mzr1996 dd660ed99e [Improve] Clean useless code and reduce unit tests memory usage. 2022-07-18 11:11:13 +08:00
mzr1996 ee6e585e41 Mazerun/base classifier 2022-07-18 11:11:13 +08:00
Ezra-Yu d6fa480915 [Refactor] Add VOC dataset and mutil_label dataset 2022-07-18 11:11:13 +08:00
mzr1996 0537c4d70c [Feature] Add `ClsVisualizer`. 2022-07-18 10:53:27 +08:00
mzr1996 b5193a9029 [Fix] Reduce unit test memory usage of T2T-ViT 2022-05-16 17:01:30 +08:00
Hubert 59292b315a
[Feature] Support DenseNet. (#750) 
* init add densenet implementation

* Add config and converted models

* update meta

* add test for memory efficient

* Add docs

* add doc for jit

* Update checkpoint path

* Update readthedocs

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-04-28 13:06:03 +08:00
takuoko df6edd7f5a
[Feature] Support VAN. (#739) 
* add van

* fix config

* add metafile

* add test

* model convert script

* fix review

* fix lint

* fix the configs and improve docs

* rm debug lines

* add VAN into api

Co-authored-by: Yu Zhaohui <1105212286@qq.com>
 2022-04-28 09:35:17 +08:00
Ma Zerun 504e71c3e0
[Enhance] Reduce the memory usage of unit tests for Swin-Transformer. (#759) 2022-04-22 17:41:15 +08:00
Weihao Yu 2eb27d0d4e
[Feature] Add PoolFormer backbone and checkpoints. (#746) 
* add PoolFormer

* fix some typos in PoolFormer

* fix lint error

* modify out_indices and gap

* fix typo

* fix lint

* fix typo

* fix typo in poolforemr README

* fix lint

* Update some paths

* Refactor freeze_stages method

* Add unit tests

* Fix lint

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-04-15 11:35:15 +08:00
Ezra-Yu 922a31a68e
[Feature] ADD RepMLP Backbone and checkpoints. (#709) 
* add repmlp

* refactor backbone code

* add checkpoint, readme, unit tests

* unchange demo

* improve docstring.

* update pic

* refactor patch embed

* refactor unit tests

* fix lint

* update tools

* update tools

* Update checkpoint path

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-03-30 20:40:25 +08:00
Ezra-Yu 292127098f
[Feature] Add CSPNet and backbone and checkpoints (#735) 
* add cspnet backbone

* try

* add backbones

* add cspnet

* add acc

* add unit tests

* chnage mode

* Update checkpoint path

* Fix typo

* Imporve CSPNet

* Update checkpoints

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-03-30 15:29:35 +08:00
Hubert 04cb42a768
[Feature] Support ConvMixer. (#716) 
* basic support for ConvMixer

* simplify

* add data pipeine config for timm

* Add model readme and metafile

* add unittest for convmixer

* add copyright

* modify

* add tests

* update model

* add conv2dAdaptivePadding replacement

* update model index

* fix comments

* Update checkpoint path

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-03-23 15:23:57 +08:00
takuoko c1534f9126
[Feature] Support resizemix. (#676) 
* add resizemix

* skip torch.__version__ < 1.7.0

* Update mmcls/models/utils/augment/resizemix.py

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

* Update mmcls/models/utils/augment/resizemix.py

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

* resize -> F.interpolate

* fix docs

* fix test

* add Copyright

* add argument interpolation

Co-authored-by: Ma Zerun <mzr1996@163.com>
 2022-03-07 12:11:20 +08:00
Ma Zerun c708770b42
[Enhance] Support dynamic input shape for ViT-based algorithms. (#706) 
* Move `resize_pos_embed` to `mmcls.models.utils`

* Refactor Vision Transformer

* Refactor DeiT

* Refactor MLP-Mixer

* Refactor Swin-Transformer

* Remove `indexing` arg

* Support dynamic inputs for t2t_vit

* Add copyright

* Fix bugs in swin transformer

* Add `pad_small_maps` option

* Update swin transformer

* Handle `attn_mask` in checkpoints of swin

* Imporve by comments
 2022-03-03 13:10:12 +08:00
Ma Zerun 5f7322c211
[Fix] Fix Conformer forward with irregular input size. (#686) 
* Auto pad the feature map to be divisible by 4.

* Add unit tests

* Use `trans_down_stride` instead of 4.
 2022-02-28 10:17:52 +08:00
Ezra-Yu 7fcaedcbfb
[Feature] Add ResNetV1c. (#692) 
* add ResNetV1c

* add unit tests

* fix lint

* update docstring

* fix lint
 2022-02-23 11:36:33 +08:00
takuoko 43024cda73
[Feature] Support gem pooling (#677) 
* add gem pooling

* add example config

* fix params

* add assert

* add param clamp

* add test assert

* add clamp

* fix conflict
 2022-02-17 02:17:36 +08:00
Ma Zerun fcd57913ae
[Enhance] Upgrade isort pre-commit hooks. (#687) 
* Use new version flake8 and isort hooks

* Fix missing copyright
 2022-02-17 02:17:20 +08:00
Ma Zerun bca695b684
[Refactor] Remove deprecation. (#633) 
* Remove deprecated `--options` in some tools

* Remove deprecated eval hooks and fp16 hooks

* Remove deprecated mixup&cutmix, pretrained and return_tuple arguments.

* Remove deprecated `deprecated_options` in multi label dataset

* Remove deprecated `formating.py`

* Remove deprecated default mode of `LabelSmoothLoss`

* Revert pretrained argument, and remove it's deprecation sign.

* Update unit test
 2022-02-10 09:30:18 +08:00
Ma Zerun 5de480ea9e
[Feature] Support HRNet and add pre-trained models (#660) 
* Support HRNet

* Add HRNet configs

* Fix a bug in backward

* Add configs and update docs.

* Not use bias in conv before batch norm

* Defaults to use `norm_eval=False`

* Add unit tests and support out_channels in HRFuseScales

* Update checkpoint path

* Update docstring.

* Remove incorrect files

* Improve according to comments
 2022-01-28 10:54:14 +08:00
Ma Zerun dc456a0c2c
[Feature] Support ConvNeXt (#670) 
* Support ConvNeXt

* Add configs of ConvNeXt

* Update dev scripts

* Update docs.

* Use new style README

* Add unit tests.

* Update README

* Imporve according to comments

* Modify refers to timm.

* Imporve according to comments
 2022-01-28 10:36:45 +08:00
Ezra-Yu 94eb3ff83e
[Feature] Add Twins backbone and convert checkpoints. (#642) 
* add twins backbone

* add position_encoding

* refactor twins

* Supplemental unit tests

* update docstring and readme

* update docstring and readme

* update docstring and readme

* update docstring

* update docstring

* update docstring

* update docstring

* remove note

* update doc and docstring

* update docstring

* update docstring

* use abstract pdf link and rename yamlfile

* Update model link

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-01-27 10:25:05 +08:00
Zhicheng Chen d56170a734
[Feature] Support EfficientNet (#649) 
* add config for resnest test

* fix config

* add label smoothing

* add memcached

* minor fix

* fix bug

* fix config

* add config

* minor fix

* fix configs

* use EResize

* change interpolation

* add more configs

* add docsting

* add unittest

* remove unnecessary changes

* minor fix

* add more docstring

* fix linting

* add efficient backbone

* add config

* add Edge Residual

* fix bug

* remove unnecessary files

* refactor

* add resize in crop to ensure crop size is output size

* fix bug and add comments

* test

* fix

* add more configs

* add more configs

* add more configs

* fix bug

* add model zoo

* fix

* reorganize code

* add edge tpu

* add edge tpu converter

* rename

* update readme

* reorganize code and config

* Rename configs of EfficientNet, and add metafile & model_zoo

* Remove `backend='pillow'`

* Add comments about EfficientNet-EdgeTPU

* Rename the convert tool of EfficientNet.

* Refactor EfficientNet and update docstring.

* Update EfficientNet-EdgeTPU config

* Fix unit tests

Co-authored-by: lixinran <lixr423@outlook.com>
Co-authored-by: lixinran <lixinran@sensetime.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-01-25 12:14:17 +08:00
Yosuke Shinya 16864c7495
[Feature] Support features_only in TIMMBackbone (#668) 
* Support features_only in TIMMBackbone

based on https://github.com/open-mmlab/mmsegmentation/pull/998

* update test for mmdet

* fix unit test for build_without_timm

* Update docstring

Co-authored-by: mzr1996 <mzr1996@163.com>
 2022-01-25 11:22:23 +08:00
takuoko d29037e8d1
[Enhance] Suport Mixup&Cutmix for multi-label task. 2022-01-21 11:30:58 +08:00