voxel51/fiftyone

[FR] FiftyOne Support for Annotating Video Collections with Label Studio Integration

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#2,947 opened on 2023年5月2日

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featurehelp wantedswag worthy

説明

Proposal Summary

Help us improve the Label Studio integration!

With the Label Studio integration in FiftyOne, add support for video annotations.

Motivation

Label Studio supports annotating video collections, but the FiftyOne Label Studio integration does not - it only supports images. Adding this would provide a richer integration experience between FiftyOne and Label Studio.

What areas of FiftyOne does this feature affect?

  • App: FiftyOne application
  • Core: Core fiftyone Python library
  • Server: FiftyOne server

Details

You can learn more about the Label Studio integration in FiftyOne here.

Looking for Help

FiftyOne is an app centered around our community. To continuously improve the open source solution, we're searching for contributors to help improve (and contribute new!) features. This is one of those that we hope to get community support on. If you'd like to help us out, feel free to pick this up and ask us questions here or in the slack community!

In exchange for your help, you'll get some pretty sweet FiftyOne swag!

コントリビューターガイド

技術スタック
python
領域
data
Issue 種別
feature
難度新しい貢献者にとっての実装難度です。1 は非常に小さな変更、5 は専門的な作業です。
3
推定時間経験ある貢献者が調査、実装、テスト、pull request 準備にかけるおおよその時間範囲です。
1-2 days
活動状況Issue が今どれだけ取り組みやすいかを示します。新しい、活発、古い、ブロック中、またはメンテナー入力待ちなどです。
fresh
明確さ期待される変更、受け入れ条件、次の手順がどれだけ明確かを示します。
mostly clear
前提条件
PythonFiftyOne basicsLabel Studio knowledge
初心者向け度初回貢献者にどれだけ取り組みやすいかを 1-100 で推定したスコアです。
45
調査方針
Start by examining the existing Label Studio integration code in FiftyOne, particularly the files referenced in the documentation (e.g., fiftyone/utils/labelstudio.py and related modules). Understand how current image annotation workflows are implemented. Then explore Label Studio's video annotation API and data model. Look for any existing tests or examples. The goal is to extend the integration to support video clips, including uploading video samples, creating annotation tasks, and parsing video annotations. Review any comments or maintainer questions in the issue for additional guidance.