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
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
74743ef588
[Feature] [CodeCamp #68 ] Add EfficientnetV2 Backbone. ( #1253 )
...
* add efficientnet_v2.py
* add efficientnet_v2 in __init__.py
* add efficientnet_v2_s base config file
* add efficientnet_v2 config file
* add efficientnet_v2 config file
* update tuple output
* update config file
* update model file
* update model file
* update model file
* update config file
* update model file
* update config file
* update model file
* update model file
* update model file
* update model file
* update model file
* update config file
* update config file
* update model file
* update model file
* update model file
* update model file
* update model config file
* Update efficientnet_v2.py
* add config file and modify arch
* add config file and modify arch
* add the file about convert_pth from timm to mmcls
* update efficientnetv2 model file with mmcls style
* add the file about convert_pth from timm to mmcls
* add the file about convert_pth from timm to mmcls
* update convert file
* update model file
* update convert file
* update model file
* update model file
* update model file
* add metefile and README
* Update tools/model_converters/efficientnetv2-timm_to_mmcls.py
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
* update model file and convert file
* update model file and convert file
* update model file and convert file
* update model file and convert file
* update model file
* update model file
* update model file
* update config file and README file
* update metafile
* Update efficientnetv2_to_mmcls.py
* update model-index.yml
* update metafile.yml
* update b0 and s train pipeline
* update b0 and s train pipeline
* update b0 and s train pipeline
* add test_efficientnet_v2
* update test_efficientnet_v2
* update model file docs
* update test_efficientnet_v2
* update test_efficientnet_v2
* add efficientnet_v2.py
* add efficientnet_v2 in __init__.py
* add efficientnet_v2_s base config file
* add efficientnet_v2 config file
* add efficientnet_v2 config file
* update tuple output
* update config file
* update model file
* update model file
* update model file
* update model file
* update config file
* update config file
* update model file
* update model file
* update model file
* update model file
* update model file
* update config file
* update config file
* update model file
* update model file
* update model file
* update model file
* update model config file
* Update efficientnet_v2.py
* add config file and modify arch
* add config file and modify arch
* add the file about convert_pth from timm to mmcls
* update efficientnetv2 model file with mmcls style
* add the file about convert_pth from timm to mmcls
* add the file about convert_pth from timm to mmcls
* update convert file
* update model file
* update convert file
* update model file
* update model file
* update model file
* add metefile and README
* Update tools/model_converters/efficientnetv2-timm_to_mmcls.py
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
* update model file and convert file
* update model file and convert file
* update model file and convert file
* update model file and convert file
* update model file
* update model file
* update model file
* update config file and README file
* update metafile
* Update efficientnetv2_to_mmcls.py
* update model-index.yml
* update metafile.yml
* update b0 and s train pipeline
* update b0 and s train pipeline
* update b0 and s train pipeline
* add test_efficientnet_v2
* update test_efficientnet_v2
* update model file docs
* update test_efficientnet_v2
* update test_efficientnet_v2
* pass pre-commit hook
* refactor efficientnetv2
* refactor efficientnetv2
* update readme, metafile and weight links
* update model-index.yml
* fix lint
* fix typo
* Update efficientnetv2-b1_8xb32_in1k.py
* Update efficientnetv2-b2_8xb32_in1k.py
* Update efficientnetv2-b3_8xb32_in1k.py
* update two moduals and model file
* update modual file
* update accuracys
* update accuracys
* update metafile
* fix build docs
* update links
* update README.md
Co-authored-by: qingtian <459291290@qq.com>
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2022-12-30 15:18:39 +08:00
5b266d9e7c
[Feature] Add clip backbone. ( #1258 )
...
* clip backbone added
* passed precommit
* update readme
* update according to PR review
* add missing file
* add unittest
* refine metafile
* refine metafile and readme for readdocs
* refine metafile
* refine metafile
* Update metafile
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-12-22 16:33:57 +08:00
14dcb69092
[Feature] Add mixmim backbone with checkpoints. ( #1224 )
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* add mixmim backbone
* add mixmim inference
* add docstring, metafile, test and modify readme
* Update README and metafile
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-12-20 16:52:54 +08:00
5547f4cac4
[Feature] Add TinyViT for dev-1.x. ( #1042 )
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* [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
2535c1ecd7
[Feature] Support EVA. ( #1239 )
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* 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
210373c093
[Feature] Implementation of RevViT. ( #1127 )
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* [Feature] implement rev-vit network
* can reproduce the RevViT-Small accuracy 79.9
* update
* [Feature] update revvit
* [Feature] update revvit readme
* Update links
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-12-14 11:46:39 +08:00
d80ec5a4b8
[Refactor] Refactor BEiT backbone and support v1/v2 inference. ( #1144 )
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* 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
72c6bc4864
[Feature] Support RepLKnet backbone. ( #1129 )
...
* update replknet configs
* update replknet test
* update replknet model
* update replknet model
* update replknet model
* update replknet model
* Fix docs and config names
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-11-21 10:18:58 +08:00
c4f3883a22
[Feature] Support DaViT. ( #1105 )
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* add davit
* fix mixup config
* convert scripts
* lint
* test
* test
* Add checkpoint links.
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-11-16 17:23:55 +08:00
cf5879988d
[Feature] Support Activation Checkpointing for ConvNeXt. ( #1153 )
...
* Support Activation Checkpointing for ConvNeXt
* Add docstring.
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-11-14 15:04:28 +08:00
542143cb41
[Feature] Add TIMM and HuggingFace wrappers to build classifiers from them directly. ( #1102 )
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* [Feature] Add TIMM and HuggingFace wrappers to build classifiers from them directly.
* Support `with_cp` and add docstring.
* Add unit tests.
* Update CI.
* Update docs.
2022-11-10 14:56:19 +08:00
8cc1fdef52
[Enhancement] RepVGG for YOLOX-PAI for dev-1.x. ( #1126 )
2022-11-04 15:36:18 +08:00
d05cbbcf9b
[Feature] Support HorNet Backbone for dev1.x. ( #1094 )
...
* add hornet
* add hornet
* fix mixup config
* add optim cfgs
Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
2022-11-04 15:33:46 +08:00
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
a49c3076e1
[Feature] Support DeiT3. ( #1065 )
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* 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
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
034683cfcd
[Feature] Support MViT for MMCLS 1.x ( #1023 )
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* [Feature] Support MViT for MMCLS 1.x
* Add unit tests
* Update documentation
2022-09-22 09:23:49 +08:00
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
e4e8047563
[Feature] Support Swin Transformer V2 for MMCLS 1.x. ( #1029 )
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* [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
aaf127c5e1
[Feature] Add efficientformer Backbone for MMCls 1.x. ( #1031 )
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* 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
f1d2f50c21
[Feature] Add MobileOne Backbone For MMCls 1.x. ( #1030 )
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* 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
61e9d890a6
[CI] Update circle-ci and github workflow. ( #1018 )
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* 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
2b88df4484
[Refactor] Refactor the data flow. ( #989 )
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* [Refactor] Refactor the data flow.
* Add comments about data preprocessor.
* Fix after mmengine folder structure refactoring.
2022-08-26 10:40:43 +08:00
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
24bcf069f8
[Refactor] Refactor dev scripts
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
d6fa480915
[Refactor] Add VOC dataset and mutil_label dataset
2022-07-18 11:11:13 +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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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 )
...
* 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
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
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
7fcaedcbfb
[Feature] Add ResNetV1c. ( #692 )
...
* add ResNetV1c
* add unit tests
* fix lint
* update docstring
* fix lint
2022-02-23 11:36:33 +08:00
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
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
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
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
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
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
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
f9a2b04cee
[Feature] Add DeiT backbone and checkpoints. ( #576 )
...
* 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 )
...
* 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 )
...
* 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
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