modelscope/docs/source/change_log.md

v 0.2.2 (05/07/2022)

Second internal release.

Highlights

Algorithms

CV

• add cv-person-image-cartoon pipeline
• add action recognition pipeline
• add ocr detection pipeline
• add animal recognition model
• add cmdssl video embedding extraction pipeline

NLP

• add speech AEC pipeline
• add palm2.0
• add space model
• add MPLUG model
• add dialog_intent, dialog_modeling, dialog state tracking pipleline
• add maskedlm model and fill_mask pipeline
• add nli pipeline
• add sentence similarity pipeline
• add sentiment_classification pipeline
• add text generation pipeline
• add translation pipeline
• add chinese word segmentation pipeline
• add zero-shot classification

Audio

• add tts pipeline
• add kws kwsbp pipline
• add linear aec pipeline
• add ans pipeline

Multi-Modal

• add image captioning pipeline
• add multi-modal feature extraction pipeline
• add text to image synthesis pipeline
• add VQA pipeline

Framework

• add msdataset interface
• add hub interface and cache support
• support multiple models in single pipeline
• add default model configuration for each pipeline
• remove task field image and video, using cv instead
• dockerfile support
• multi-level tests support
• sphinx-docs use book theme
• formalize the output of pipeline and make pipeline reusable
• pipeline refactor and standardize module_name
• self-host repo support

Bug Fix

• support kwargs in pipeline
• fix errors in task name definition

v 0.1.0 (20/05/2022)

First internal release for pipeline inference

• provide basic modules including fileio, logging
• config file parser
• module registry and build, which support group management
• add modules including preprocessor, model and pipeline
• image loading and nlp tokenize support in preprocessor
• add two pipeline: image-matting pipeline and text-classification pipeline
• add task constants according to PRD
• citest support
• makefile and scripts which support packaging whl, build docs, unittest