Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10217723

    * add image_body_reshaping code

Add pipelines for the following new models:
- [Multilingual Quality Estimation](https://modelscope.cn/models/damo/nlp_translation_quality_estimation_multilingual/summary)
- [Automatic Post-Editing (En-De)](https://modelscope.cn/models/damo/nlp_automatic_post_editing_for_translation_en2de/summary)
- [Domain classification (Zh)](https://modelscope.cn/models/damo/nlp_domain_classification_chinese/summary)
- [Style classification (Zh)](https://modelscope.cn/models/damo/nlp_style_classification_chinese/summary)
- [Style classification (En)](https://modelscope.cn/models/damo/nlp_style_classification_english/summary)
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10315370

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10233235

* add input definition for pipeline


* support multiple input format for single pipeline


*  change param for body_3d_keypoints

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10252583

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10202117

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10263904

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10260332

Add patch shift transformer model for action recognition task.
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10282964

以下算法进行了header变更：
modelscope.models.cv.cmdssl_video_embedding
modelscope.models.cv.action_recognition 
modelscope.models.cv.animal_recognition
modelscope.models.multi_modal.multi_stage_diffusion
modelscope.models.multi_modal.gemm

modelscope.pipelines.cv.live_category_pipeline
modelscope.pipelines.cv.video_category_pipeline
modelscope.models.cv.image_to_image_translation
modelscope.models.cv.image_to_image_generation

modelscope.models.cv.video_inpainting
modelscope.models.multi_modal.diffusion
modelscope.models.multi_modal.team
modelscope.models.cv.shop_segmentation
modelscope.models.cv.text_driven_segmentation
modelscope.models.cv.action_recognition 


modelscope.models.cv.face_emotion
modelscope.models.cv.hand_static
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10268474

1.新增支持原始bert模型（非easynlp的 backbone prefix版本）
2.支持bert的在sequence classification/fill mask /token classification上的backbone head形式
3.统一了sequence classification几个任务的pipeline到一个类
4.fill mask 支持backbone head形式
5.token classification的几个子任务（ner，word seg， part of speech）的preprocessor 统一到了一起TokenClassificationPreprocessor
6. sequence classification的几个子任务（single classification， pair classification）的preprocessor 统一到了一起SequenceClassificationPreprocessor
7. 改动register中 cls的group_key 赋值位置，之前的group_key在多个decorators的情况下，会被覆盖，obj_cls的group_key信息不正确
8. 基于backbone head形式将 原本group_key和 module同名的情况尝试做调整，如下在modelscope/pipelines/nlp/sequence_classification_pipeline.py 中 
原本
 @PIPELINES.register_module(
    Tasks.sentiment_classification, module_name=Pipelines.sentiment_classification)
改成
@PIPELINES.register_module(
    Tasks.text_classification, module_name=Pipelines.sentiment_classification)
相应的configuration.json也有改动，这样的改动更符合任务和pipline（子任务）的关系。
8. 其他相应改动为支持上述功能
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10041463

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10244616

* [to #41669377] docs and tools refinement and release 

1. add build_doc linter script
2. add sphinx-docs support
3. add development doc and api doc
4. change version to 0.1.0 for the first internal release version

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8775307

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10265856

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10253628

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10191736

    * add T5 for generation

放松了tests/pipelines/easycv_pipelines/test_segmentation_pipeline.py里面对于识别非determinsitic的校验条件，一方便后续模型更新
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10245940

mplug 相关任务 pipeline 输入字段统一为 'image' + 'text'
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10236282

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10211100

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10208603

    * update easycv pipelines

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10207239

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10189613

1. 卡通化接入多风格模型（原始日漫风、3D、手绘风、素描风、艺术特效风格），添加ut接入测试
2. 修改pipeline中模型文件名称至通用名
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10153717

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10083156

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10142442

commit nlp_convai_text2sql_pretrain_cn inference process to modelscope
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10025155

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9856179

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10078262

unittest for demo service
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006180

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10043608

视频编辑的cr
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10026166

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10019083

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9980774

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9921926

1. 完成Maas-cv CR标准 自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9951519

    * [to #42322933] 新增Mtcnn人脸检测器

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10041992

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10037492

1. 完成Maas-cv CR标准 自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9957634

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9931748

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9961906

    * feat: add hand keypoints pipeline

完成Maas-cv CR自查；
新增个Task，已经跟产品确认可以增加，正在走流程中，目前还不在https://aone.alibaba-inc.com/v2/project/1181559/req#viewIdentifier=d7f112f9d023e2108fa1b0d8这里，后续会增加过来
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9976346

1. 新增人脸检测RetinaFace模型；
2. 完成Maas-cv CR标准自查
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9945188

商品显著性检测模型，依赖opencv，mmcv-full
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9909897

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9934673

    * add face 2d keypoints

![](https://cn-hangzhou.oss-cdn.aliyun-inc.com/git/force/uploads/comment/251924/40165669611078357/image.png)
fill mask pipeline 测试时间过长

这个task测了4个模型。从保证代码正确性的功能角度看，只测一个bert类(比如sbert中文），一个roberta类（veco)。减少测试的模型数量以减少测试时长。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006556

    * skip sbert_en&bert_ch to save ci time

文本指导的语义分割模型，根据输入的文本信息，讲图像中对应文本描述的物体分割出来。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9942863

接入tinynas-detection，新增tinynas object detection pipeline以及tinynas models。
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9938220

add Deberta v2 modeling and fill_mask task, with master merged
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9966511