Commit Graph

60 Commits (b4ee9d284829b587e4f407818815a94a91b0e269)

Author SHA1 Message Date
Ma Zerun 060b0ed3b5
[Feature] Support ConvNeXt-V2 backbone. (#1294)
* [Feature] Support ConvNeXt-V2.

* Use registry of mmcls instead of mmengine.

* Add README.

* Add unit tests and docs.
2023-01-06 16:13:41 +08:00
Colle bac181f393
[Feature] Support Multi-task. (#1229)
* unit test for multi_task_head

* [Feature] MultiTaskHead (#628, #481)

* [Fix] lint for multi_task_head

* [Feature] Add `MultiTaskDataset` to support multi-task training.

* Update MultiTaskClsHead

* Update docs

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

* [Fix] Remove duplicated wide-resnet metafile.

* [Feature] Support MPS device. (#894)

* [Feature] Support MPS device.

* Add `auto_select_device`

* Add unit tests

* [Fix] Fix Albu crash bug. (#918)

* Fix albu BUG: using albu will cause the label from array(x) to array([x]) and crash the trainning

* Fix common

* Using copy incase potential bug in multi-label tasks

* Improve coding

* Improve code logic

* Add unit test

* Fix typo

* Fix yapf

* Bump version to 0.23.2. (#937)

* [Improve] Use `forward_dummy` to calculate FLOPS. (#953)

* Update README

* [Docs] Fix typo for wrong reference. (#1036)

* [Doc] Fix typo in tutorial 2 (#1043)

* [Docs] Fix a typo in ImageClassifier (#1050)

* add mask to loss

* add another pipeline

* adpat the pipeline if there is no mask

* switch mask and task

* first version of multi data smaple

* fix problem with attribut by getattr

* rm img_label suffix, fix 'LabelData' object has no attribute 'gt_label'

* training  without evaluation

* first version work

* add others metrics

* delete evaluation from dataset

* fix linter

* fix linter

* multi metrics

* first version of test

* change evaluate metric

* Update tests/test_models/test_heads.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update tests/test_models/test_heads.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* add tests

* add test for multidatasample

* create a generic test

* create a generic test

* create a generic test

* change multi data sample

* correct test

* test

* add new test

* add test for dataset

* correct test

* correct test

* correct test

* correct test

* fix : #5

* run yapf

* fix linter

* fix linter

* fix linter

* fix isort

* fix isort

* fix docformmater

* fix docformmater

* fix linter

* fix linter

* fix data sample

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update tests/test_structures/test_datasample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/structures/multi_task_data_sample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update tests/test_structures/test_datasample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update tests/test_structures/test_datasample.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* update data sample

* update head

* update head

* update multi data sample

* fix linter

* fix linter

* fix linter

* fix linter

* fix linter

* fix linter

* update head

* fix problem we don't  set pred or  gt

* fix problem we don't  set pred or  gt

* fix problem we don't  set pred or  gt

* fix linter

* fix : #2

* fix : linter

* update multi head

* fix linter

* fix linter

* update data sample

* update data sample

* fix ; linter

* update test

* test pipeline

* update pipeline

* update test

* update dataset

* update dataset

* fix linter

* fix linter

* update formatting

* add test for multi-task-eval

* update formatting

* fix linter

* update test

* update

* add test

* update metrics

* update metrics

* add doc for functions

* fix linter

* training for multitask 1.x

* fix linter

* run flake8

* run linter

* update test

* add mask in evaluation

* update metric doc

* update metric doc

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* Update mmcls/evaluation/metrics/multi_task.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* update metric doc

* update metric doc

* Fix cannot import name MultiTaskDataSample

* fix test_datasets

* fix test_datasets

* fix linter

* add an example of multitask

* change name of configs dataset

* Refactor the multi-task support

* correct test and metric

* add test to multidatasample

* add test to multidatasample

* correct test

* correct metrics and clshead

* Update mmcls/models/heads/cls_head.py

Co-authored-by: Colle <piercus@users.noreply.github.com>

* update cls_head.py documentation

* lint

* lint

* fix: lint

* fix linter

* add eval mask

* fix documentation

* fix: single_label.py back to 1.x

* Update mmcls/models/heads/multi_task_head.py

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

* Remove multi-task configs.

Co-authored-by: mzr1996 <mzr1996@163.com>
Co-authored-by: HinGwenWoong <peterhuang0323@qq.com>
Co-authored-by: Ming-Hsuan-Tu <alec.tu@acer.com>
Co-authored-by: Lei Lei <18294546+Crescent-Saturn@users.noreply.github.com>
Co-authored-by: WRH <12756472+wangruohui@users.noreply.github.com>
Co-authored-by: marouaneamz <maroineamil99@gmail.com>
Co-authored-by: marouane amzil <53240092+marouaneamz@users.noreply.github.com>
2022-12-30 10:36:00 +08:00
Songyang Zhang 5547f4cac4
[Feature] Add TinyViT for dev-1.x. (#1042)
* [Feature] add TinyViT for dev-1.x

* [Feature] update readme

* fix lint error

* refactor the code

* [Update] update the args

* [Update] add unit test and fix bugs

* Rename the configuration file

* delete invalid files

* [Feature] update tinyvit readme

* [Feature] update tinyvit readme

* [Feature] update metafile

* Update tinyvit metafile
2022-12-20 13:04:00 +08:00
takuoko 2535c1ecd7
[Feature] Support EVA. (#1239)
* add eva

* add eva

* add eva

* sklearn -> scikit-learn

* add large

* Update model names and links.

* Fix resize pos embed error when loading fp16 weight.

* Remove verbose configs.

Co-authored-by: mzr1996 <mzr1996@163.com>
2022-12-14 13:21:33 +08:00
Yixiao Fang d80ec5a4b8
[Refactor] Refactor BEiT backbone and support v1/v2 inference. (#1144)
* refactor beit backbone

* use LinearClsHead

* fix mean and std value

* fix lint

* support inference if beit-v2

* update encoder layer and init

* update

* add ut

* add prepare_relative_position_bias_table function

* add cls_token

* fix lint

* add pos_embed check

* update metafile and readme

* update weights link

* update link of weights

* update metafile

* update

* update docstrings

* update according to review

* rename readme

* update docstring

* fix lint
2022-11-29 12:56:33 +08:00
mzr1996 b526f018db [Fix] Fix broken inference api because of the modification in data
preprocessor.
2022-10-18 17:50:35 +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
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
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
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
Yuan Liu e4252d6848
[Feature]: Support BEiT Transformer layer. (#919)
* [Feature]: Add BEiT-style transformer encoder layer

* [Feature]: Add average token

* [Fix]: Fix lint

* [Fix]: Refactor CAE config

* [Fix]: Change cv2 backend to pillow backend

* [Fix]: Fix MAE and CAE reshape bug

* [Feature]: Add freeze vit layers

* [Feature]: Add mc

* [Fix]: Fix lint

* [Fix]: Fix dataset bug

* [Fix]: Delete cae selfsup config

* [Fix]: docstring

* [Refactor]: Add init_values to layer_scalue_init_value

* [Fix]: Refine the docstring of avg_token

* [Fix]: Call super init weight in beit attention

* [Fix]: remove mc

* [Fix]: Fix docstring

* [Fix]: Fix docstring

* [Fix]: Fix lint

* [Fix]: Fix init_value bug and change the logic of outputting cls token

* [Fix]: Fix docstring
2022-08-17 00:07:06 +08:00
Ma Zerun 43e60ad5a6
[Improve] Rename `mmcls.data` to `mmcls.structures`. (#941) 2022-07-29 14:18:13 +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
mzr1996 daa716b112 Add some type hints 2022-07-18 11:11:13 +08:00
mzr1996 69e5ab065e Change "Default to" to "Defaults to" 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 ee6e585e41 Mazerun/base classifier 2022-07-18 11:11:13 +08:00
Ezra-Yu 088d5b5add [Refactor] Inherit all registries from MMEngine and use inherited registries. 2022-07-18 10:53:27 +08:00
Ma Zerun 702c196514
[Docs] Refine API reference. (#774)
* [Docs] Refine API reference

* Add PoolFormer
2022-04-15 20:19:20 +08:00
Yuan Liu fbcf907dc6
[Feature] Support resize relative position embedding in `SwinTransformer`. (#749)
* [Feature]: Add resize rel pos embed

* [Refactor]: Create a separated resize_rel_pos_bias_table func

* [Refactor]: Refactor rel pos embed bias

* [Refactor]: Move interpolate into func

* Remove index buffer only when window_size changes

Co-authored-by: mzr1996 <mzr1996@163.com>
2022-04-13 23:06:56 +08:00
XiaobingZhang 875195efe9
[Enhance] Improve CPE performance by reduce memory copy. (#762) 2022-04-02 11:12:20 +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
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 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
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
takuoko d29037e8d1
[Enhance] Suport Mixup&Cutmix for multi-label task. 2022-01-21 11:30:58 +08:00
Ma Zerun 7dfc9e4a85
Bump version to v0.19.0 (#623) 2021-12-31 12:55:47 +08:00
Zhicheng Chen 0bbbb04429
[Enhancement] Improve the accuracy of ResNet (#572)
* add itp timm

* minor update

* minor update

* minor update

* add rep aug, minor update on configs

* minor update

* add target threshold

* add decaymulti

* minor update

* minor update

* add lbl smooth

* update lr

* reorganize config files and code

* minor bugfixes

* remove unused parts and minor fixes on cfg

* critical bugfix, add test and cfg update

* refactor code

* update doc string

* remove duplicate code

* refactor drop path in resnet

* rename

* Modify configs and add README&metafile

* Update metafile

Co-authored-by: mzr1996 <mzr1996@163.com>
2021-12-29 10:58:42 +08:00
Ma Zerun 2932f9d8a3
[Refactor] Refator ViT (Continue #295) (#395)
* [Squash] Refator ViT (from #295)

* Use base variable to simplify auto_aug setting

* Use common PatchEmbed, remove HybridEmbed and refactor ViT init
structure.

* Add `output_cls_token` option and change the output format of ViT and
input format of ViT head.

* Update unit tests and add test for `output_cls_token`.

* Support out_indices.

* Standardize config files

* Support resize position embedding.

* Add readme file of vit

* Rename config file

* Improve docs about ViT.

* Update docstring

* Use local version `MultiheadAttention` instead of mmcv version.

* Fix MultiheadAttention

* Support `qk_scale` argument in `MultiheadAttention`

* Improve docs and change `layer_cfg` to `layer_cfgs` and support
sequence.

* Use init_cfg to init Linear layer in VisionTransformerHead

* update metafile

* Update checkpoints and configs

* Imporve docstring.

* Update README

* Revert GAP modification.
2021-10-18 16:07:00 +08:00
Ma Zerun 2e6c7cf87d
[Docs] Add code-spell pre-commit hook and fix a large mount of typos. (#470)
* Add code spell check hook

* Add codespell config

* Fix a lot of typos.

* Add formating.py to keep compatibility.
2021-10-13 14:33:07 +08:00
Ezra-Yu 0184527bd4
[Enhance] Enhence SE layer to support custom squeeze channels. (#417)
* add enhenced SE

* Update

* rm basechannel

* fix docstring

* Update se_layer.py

fix docstring
2021-08-20 13:31:44 +08:00
Ma Zerun f9eb9b409b
[Docs] Add Copyright information. (#413) 2021-08-17 19:52:42 +08:00
Ma Zerun 33a4c0fe9f
[Fix] Use local ATTENTION registery to avoid conflict with other repo. (#375) 2021-07-27 17:59:05 +08:00
Ma Zerun d04ebc1eb5
[Docs] Add API Reference in the docs (#342)
* Add API inference in the docs and fix readthedocs config.

* Replace some relative link in docs.

* Format docstring for reStructuredText syntax.

* Fix vit paper link

* Fix docstring of `show_results` function in `BaseClassifier`.
2021-07-14 15:06:50 +08:00
Ma Zerun 1a7cebe4b9
[Refactor] Refactor unittest (#321)
* Refactor unit tests folder structure.

* Remove label smooth and Vit test in `test_classifiers.py`

* Rename test_utils in dataset to test_dataset_utils

* Split test_models/test_utils/test_utils.py to multiple sub files.

* Add unit tests of classifiers and heads

* Use patch context manager.

* Add unit test of `is_tracing`, and add warning in `is_tracing` if torch
verison is smaller than 1.6.0
2021-07-08 22:49:05 +08:00
Ma Zerun 71621a5f62
Add `is_tracing` helper function to fix a tracing bug in PyTorch 1.6 (#347) 2021-07-07 11:55:53 +08:00
Ma Zerun 076ee10cac
[Feature] Add swin-transformer model. (#271)
* Add swin transformer archs S, B and L.

* Add SwinTransformer configs

* Add train config files of swin.

* Align init method with original code

* Use nn.Unfold to merge patch

* Change all ConfigDict to dict

* Add init_cfg for all subclasses of BaseModule.

* Use mmcv version init function

* Add Swin README

* Use safer cfg copy method

* Improve docstring and variable name.

* Fix some difference in randaug

Fix BGR bug, align scheduler config.

Fix label smoothing parameter difference.

* Fix missing droppath in attn

* Fix bug of relative posititon table if window width is not equal to
height.

* Make `PatchMerging` more general, support kernel, stride, padding and
dilation.

* Rename `residual` to `identity` in attention and FFN.

* Add `auto_pad` option to auto pad feature map

* Improve docstring.

* Fix bug in ShiftWMSA padding.

* Remove unused `key` and `value` in ShiftWMSA

* Move `PatchMerging` into utils and use common `PatchEmbed`.

* Use latest `LinearClsHead`, train augments and label smooth settings.
And remove original `SwinLinearClsHead`.

* Mark some configs as "Evalution Only".

* Remove useless comment in config

* 1. Move ShiftWindowMSA and WindowMSA to `utils/attention.py`
2. Add docstrings of each module.
3. Fix some variables' names.
4. Other small improvement.

* Add unit tests of swin-transformer and patchmerging.

* Fix some bugs in unit tests.

* Fix bug of rel_position_index if window is not square.

* Make WindowMSA implicit, and add unit tests.

* Add metafile.yml, update readme and model_zoo.
2021-07-01 09:30:42 +08:00
whcao bee0ac6b56
[Refactor]Modify patchembed (#330)
* add mytrain.py for test

* test before layers

* test attr in layers

* test classifier

* delete mytrain.py

* add patchembed and hybridembed

* add patchembed and hybridembed to __init__

* test patchembed and hybridembed

* fix some comments
2021-06-30 20:48:04 +08:00
Ma Zerun 65410b05ad
Fix Mobilenetv3 structure and add pretrained model (#291)
* Refactor Mobilenetv3 structure and add ConvClsHead.

* Change model's name from 'MobileNetv3' to 'MobileNetV3'

* Modify configs for MobileNetV3 on CIFAR10.

And add MobileNetV3 configs for imagenet

* Fix activate setting bugs in MobileNetV3.

And remove bias in SELayer.

* Modify unittest

* Remove useless config and file.

* Fix mobilenetv3-large arch setting

* Add dropout option in ConvClsHead

* Fix MobilenetV3 structure according to torchvision version.

1. Remove with_expand_conv option in InvertedResidual, it should be decided by channels.

2. Revert activation function, should before SE layer.

* Format code.

* Rename MobilenetV3 arch "big" to "large".

* Add mobilenetv3_small torchvision training recipe

* Modify default `out_indices` of MobilenetV3, now it will change
according to `arch` if not specified.

* Add MobilenetV3 large config.

* Add mobilenetv3 README

* Modify InvertedResidual unit test.

* Refactor ConvClsHead to StackedLinearClsHead, and add unit tests.

* Add unit test for `simple_test` of `StackedLinearClsHead`.

* Fix typo

Co-authored-by: Yidi Shao <ydshao@smail.nju.edu.cn>
2021-06-27 23:19:36 +08:00
whcao 3a08db9182
[Feature]Add augments to models/utils (#278)
* add mytrain.py for test

* test before layers

* test attr in layers

* test classifier

* delete mytrain.py

* add rand_bbox_minmax rand_bbox and cutmix_bbox_and_lam to BaseCutMixLayer

* add mixup_prob to BatchMixupLayer

* add cutmixup

* add cutmixup to __init__

* test classifier with cutmixup

* delete some comments

* set mixup_prob default to 1.0

* add cutmixup to classifier

* use cutmixup

* use cutmixup

* fix bugs

* test cutmixup

* move mixup and cutmix to augment

* inherit from BaseAugment

* add BaseAugment

* inherit from BaseAugment

* rename identity.py

* add @

* build augment

* register module

* rename to augment.py

* delete cutmixup.py

* do not inherit from BaseAugment

* add augments

* use augments in classifier

* prob default to 1.0

* add comments

* use augments

* use augments

* assert sum of augmentation probabilities should equal to 1

* augmentation probabilities equal to 1

* calculate Identity prob

* replace xxx with self.xxx

* add comments

* sync with augments

* for BC-breaking

* delete useless comments in mixup.py
2021-06-20 09:44:51 +08:00
Miao Zheng 4ca21c7d03
[WIP] Refactoring weights initialization (#270)
* [WIP] Refactoring weights initialization

* fix lint and constant init cfg

* fix pretrained bug

* fix typo

* fix isort

* revise model utils
2021-06-10 10:54:34 +08:00