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@xiaofei-du xiaofei-du released this 11 Jan 22:17
· 511 commits to main since this release
v0.3.0-alpha
7b80636

Product Updates

Announcement 📣

  • VDP (originally, Visual Data Preparation) is officially renamed to Versatile Data Pipeline.

We have realised that as a general ETL infrastructure, VDP is in fact capable of processing all kinds of unstructured data. We should not limit its usage to only visual data but to more general versatile data. In addition, the term, Data Preparation, has been misleading for users often thinking it has to do with only data labelling, cleaning, or wrangling. In our vision, while VDP should involve data preparation in its MLOps practice, it should not be conceptually confined to only data preparation. VDP does more than that and is focused on the overall effectiveness of the unstructured data ETL with a data-centric paradigm. The end form of a VDP infrastructure is nothing but a data pipeline. The term Data Pipeline is more precise to capture the core concept of VDP hence renamed as Versatile Data Pipeline.

Features ✨

VDP (0.3.0-alpha)

Features

Bug Fixes

  • fix wrong triton environment when deploying HuggingFace models (#150) (b2fda36)
  • use COCO RLE format for instance segmentation (4d10e46)
  • update model output protocol (e6ea88d)
  • fix docker-compose (#174) (e40d607)
  • fix: fix typo in makefile (#172) (c861afd)

Pipeline-backend (0.9.3-alpha)

Bug Fixes

Connector-backend (0.7.2-alpha)

Bug Fixes

  • fix connector empty description update (0bc3086)

Model-backend (0.10.0-alpha)

Features

Bug Fixes

Console

Features

Bug Fixes


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