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
43e60ad5a6
[Improve] Rename `mmcls.data` to `mmcls.structures`. ( #941 )
2022-07-29 14:18:13 +08:00
9118b97239
refactor evaluation
2022-07-18 11:11:13 +08:00
6ed3860ea6
refactor UTs
2022-07-18 11:11:13 +08:00
0f30c392a3
from core to engine
2022-07-18 11:11:13 +08:00
24bcf069f8
[Refactor] Refactor dev scripts
2022-07-18 11:11:13 +08:00
e9342d9e4c
Add multi_label heads
2022-07-18 11:11:13 +08:00
62b046521e
[Refactor] refactor ViTHead, DeiTHead, ConformerHead, StackedHead
2022-07-18 11:11:13 +08:00
375fe68f12
Imporve according to comments
2022-07-18 11:11:13 +08:00
f3299b4ca2
[Refactor] Refactor batch augmentations
2022-07-18 11:11:13 +08:00
dd660ed99e
[Improve] Clean useless code and reduce unit tests memory usage.
2022-07-18 11:11:13 +08:00
ee6e585e41
Mazerun/base classifier
2022-07-18 11:11:13 +08:00
d6fa480915
[Refactor] Add VOC dataset and mutil_label dataset
2022-07-18 11:11:13 +08:00
0537c4d70c
[Feature] Add `ClsVisualizer`.
2022-07-18 10:53:27 +08:00
b5193a9029
[Fix] Reduce unit test memory usage of T2T-ViT
2022-05-16 17:01:30 +08:00
59292b315a
[Feature] Support DenseNet. ( #750 )
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* 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
df6edd7f5a
[Feature] Support VAN. ( #739 )
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* 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
504e71c3e0
[Enhance] Reduce the memory usage of unit tests for Swin-Transformer. ( #759 )
2022-04-22 17:41:15 +08:00
2eb27d0d4e
[Feature] Add PoolFormer backbone and checkpoints. ( #746 )
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* 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
922a31a68e
[Feature] ADD RepMLP Backbone and checkpoints. ( #709 )
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* 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
292127098f
[Feature] Add CSPNet and backbone and checkpoints ( #735 )
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* 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
04cb42a768
[Feature] Support ConvMixer. ( #716 )
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* 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
c1534f9126
[Feature] Support resizemix. ( #676 )
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* 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
c708770b42
[Enhance] Support dynamic input shape for ViT-based algorithms. ( #706 )
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* 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
5f7322c211
[Fix] Fix Conformer forward with irregular input size. ( #686 )
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* 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
7fcaedcbfb
[Feature] Add ResNetV1c. ( #692 )
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* add ResNetV1c
* add unit tests
* fix lint
* update docstring
* fix lint
2022-02-23 11:36:33 +08:00
43024cda73
[Feature] Support gem pooling ( #677 )
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* 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
fcd57913ae
[Enhance] Upgrade isort pre-commit hooks. ( #687 )
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* Use new version flake8 and isort hooks
* Fix missing copyright
2022-02-17 02:17:20 +08:00
bca695b684
[Refactor] Remove deprecation. ( #633 )
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* 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
5de480ea9e
[Feature] Support HRNet and add pre-trained models ( #660 )
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* 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
dc456a0c2c
[Feature] Support ConvNeXt ( #670 )
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* 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
94eb3ff83e
[Feature] Add Twins backbone and convert checkpoints. ( #642 )
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* 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
d56170a734
[Feature] Support EfficientNet ( #649 )
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* 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
16864c7495
[Feature] Support features_only in TIMMBackbone ( #668 )
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* 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
d29037e8d1
[Enhance] Suport Mixup&Cutmix for multi-label task.
2022-01-21 11:30:58 +08:00
7dfc9e4a85
Bump version to v0.19.0 ( #623 )
2021-12-31 12:55:47 +08:00
0bbbb04429
[Enhancement] Improve the accuracy of ResNet ( #572 )
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* 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
643fb192cd
[Enhance] Enhance feature extraction function. ( #593 )
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* Fix MobileNet V3 configs
* Refactor to support more powerful feature extraction.
* Add unit tests
* Fix unit test
* Imporve according to comments
* Update checkpoints path
* Fix unit tests
* Add docstring of `simple_test`
* Add docstring of `extract_feat`
* Update model zoo
2021-12-17 15:55:02 +08:00
f9a2b04cee
[Feature] Add DeiT backbone and checkpoints. ( #576 )
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* Support DeiT backbone.
* Use hook to automatically resize pos embed
* Update ViT training setting
* Add deit configs and update docs
* Fix vit arch assertion
* Remove useless init function
* Add unit tests.
* Fix resize_pos_embed for DeiT
* Improve according to comments.
2021-12-15 22:44:57 +08:00
18f6bb0b10
[Feature] Implement the conformer backbone. ( #494 )
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* implement the conformer
* format code style
* format code style
* reuse the TransformerEncoderLayer in the vision_transformer.py
* Modify variable name
* delete unused params
* Remove warning info in Conformer head since it already exists in
Conformer.
* Rename some variables
* Add unit tests
* Use `getattr` instead of `get_submodule`.
* Remove some useless layers
* Refactor conformer and add configs
* Update configs and add metafile.
* Fix unit tests
* Update README
Co-authored-by: mzr1996 <mzr1996@163.com>
2021-12-07 14:00:17 +08:00
0aa789f3c3
[Feature] Add the frozen function for Swin Transformer model. ( #574 )
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* Add the frozen function for Swin Transformer model
* add frozen parameter for swin transformer model
* add norm_eval parameter
* Delete =11.1
* Delete =418,driver
* delete _BatchNorm
* remove LayerNorm , add _BatchNorm
* unifying the style of frozen function refer ResNet
* Improve docs and add unit tests.
Co-authored-by: cxiang26 <cq.xiang@foxmail.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
2021-12-07 11:58:14 +08:00
c090d3f7fd
[Fix] Fix a bug for multiple output in swin transformer. ( #571 )
...
* Update swin_transformer.py
fix bug;
layer_norm 0,1,2,3 will be the same and resulted in an error when out_indices dict exceed one element.
* fix bug, layer_norm 0,1,2,3
* Add unit tests for multiple out_indices
Co-authored-by: cxiang26 <cq.xiang@foxmail.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
2021-12-03 16:11:41 +08:00
9d9dce69ad
[Feature] Support using checkpoint in Swin Transformer to save memory. ( #557 )
...
* add checkpoint in swin backbone
* add checkpoint in swin backbone
2021-12-01 11:49:00 +08:00
f361bd52e9
[Fix] Fix a bug when using iter-based runner with 'val' workflow ( #542 )
...
* add kwargs and default of optimizer in train_step and val_step
* update docstring
* update docstring
* update optional annotation
2021-11-22 12:06:47 +08:00
9f31fc5390
[Refactor] Use `reset_classifier` to remove head of timm backbones. ( #534 )
...
* refactor timm backbone
* fix comment
2021-11-16 16:24:55 +08:00
3eafc5cbe1
[Feature] Add MLP Mixer Backbone. ( #528 )
...
* Add Mlp Mixer
* Fix token_mix FNN add_identity and add out_indices
* Fix mlp_mixer unit test
2021-11-15 18:25:22 +08:00
34d5a25281
[Refactor] Support passing arguments to loss from head. ( #523 )
2021-11-10 17:12:34 +08:00
fffa30dd48
[Feature] Add Tokens-to-Token ViT backbone and converted checkpoints. ( #467 )
...
* add t2t backbone
* register t2t_vit
* add t2t_vit config
* [Temp] Align posterize transform with timm.
* Fix lint
* Refactor t2t-vit
* Add config for t2t-vit
* Add metafile and README for t2t-vit
* Add unit tests
* configs
* Update metafile and README
* Improve docstring
* Fix batch size which should be 8x64 instead of 8x128
* Fix typo
* Update model zoo
* Update training augments config.
* Move some arguments of T2TModule to T2TViT
* Update docs.
* Update unit test
Co-authored-by: HIT-cwh <2892770585@qq.com>
2021-10-29 10:37:16 +08:00
77a3834531
[Feature] Add Res2Net backbone and converted weights. ( #465 )
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* Add Res2Net from mmdet, and change it to mmcls style.
* Align structure with official repo
* Support `deep_stem` and `avg_down` option
* Add Res2Net configs
* Add metafile&README and update model zoo
* Add unit tests
* Imporve docstring.
* Improve according to comments.
2021-10-20 16:34:22 +08:00
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
Ezra-Yu
yingfhu
Hubert
takuoko
Weihao Yu
Zhicheng Chen
Yosuke Shinya
Zhiliang Peng
fangxu
xcnick