Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9578933

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9490080

NLP新增文本纠错任务
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9540716

1. support FaceDetectionPipeline inference
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9470723

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9526987

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9551089

    * support distributed training

*Add image-classification-imagenet and image-classification-dailylife pipelines
*Add models.cv.mmcls_model.ClassificaitonModel as a wrapper class for mmcls

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9533526

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9410174

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491966

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9458640

Migrate MPLUG model code from sofa to maas.
No need to download checkpoint from huggingface anymore.
Added OutputKeys definition for vqa.

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491487

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9497065

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491681

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9501913

    * [to #43259593] refacor image preprocess

添加image-color-enhance, pipeline and trainer
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9483118

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491629

增加虚拟试衣任务，输入模特图，骨骼图，衣服展示图，生成试衣效果图
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9401415

* refine taskdataset interface
 * add device placement for trainer
 * add device placement for pipeline
 * add config checker and fix model placement bug
 * fix cycling import
 * refactor model init for translation_pipeline
 * cv pipelines support kwargs


Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9463076

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491285

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9443821

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9409213

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9460900

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9465050

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9435758

* add model nncrf, which includes tcrf(transformer-crf) and lcrf(lstm-crf, will be implemented in 830 version).
* add NER metainfo, pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9440706

    * init

* merge master

添加了基于stylegan2的人像生成算法
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9426478

Palm 模型支持 finetuning

co-contributed with 夕陌&雨泓

 * add torch epoch based trainer and dis utils
 * add hooks including optimizer, lrscheduler, logging, checkpoint, evaluation, time profiling
 * add torch mdoel base and test
 * add optimizer and lrscheduler module
 * add sbert for text classification example
 * add task_dataset for dataset-level processor

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9338412

[To #42322933] Merge same language type voice models into one model card, these changes make demo service much easier to handle different voices.

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9353173

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9273537

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9319772

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9316720

Merge frontend, am and vocoder model card into one model card.
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9303837

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9300163

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9303027

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9268865

* make audio requirements optional
 * add changelog for version v0.2
 * add numpy constraint for compatibility with tensorflow1.15
 * update faq
 * fix nlp requiring tensorflow
 * add torchvision to multimodal dependency
 * bump version from 0.2.1 to 0.2.2
 * add warning msg when tensorflow is not installed
 
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9268278

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9246462

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9198181