Ultralytics (@ultralytics)

Ultralytics가 컴퓨터 비전 전체 워크플로를 하나로 묶는 Ultralytics Platform을 소개했다. 주석 작성부터 학습, 배포까지 몇 분 안에 처리할 수 있으며, 대규모 사용량과 다운로드 수를 강조하며 비전 개발 경험을 크게 단순화하는 플랫폼임을 알렸다.

https://x.com/ultralytics/status/2035018397692363220

#ultralytics #computervision #platform #deployment #annotation

"Ich wünsche mir, dass Outsourcing-Firmen und -Plattformen für menschenwürdige Arbeitsbedingungen sorgen, damit Arbeiter:innen ganz normale Achtstundentage haben und ihre Mieten zahlen können. Ich wünsche mir, dass wir nicht länger in der aktuellen Situation festhängen, sondern Dinge verändern können. Und ich wünsche mir, dass meine Kinder gute Schulen besuchen können, sozial abgesichert sind und gute medizinische Behandlung haben, wenn sie sie brauchen."

https://netzpolitik.org/2026/versteckte-kosten-von-ki-sie-wissen-welche-schaeden-kuenstliche-intelligenz-verursacht/

#Annotation

Ultralytics (@ultralytics)

Ultralytics Platform이 SAM 기반 주석(SAM-powered annotation)으로 박스와 마스크를 한 번에 생성해 수작업 라벨링을 크게 줄였다고 발표했다. Ultralytics의 5개 YOLO 태스크 전반에서 즉시 정밀 마스크·박스 생성을 지원하며, 이미 5천만 이미지와 1억5천만+ 어노테이션에 사용되고 있다.

https://x.com/ultralytics/status/2034635783756239348

#ultralytics #sam #yolo #annotation #computervision

Pipeline release! nf-core/mag v5.4.1 - mag 5.4.1 - Yellow Frog patch!
Assembly and binning of metagenomes
Please see the changelog: https://github.com/nf-core/mag/releases/tag/5.4.1

#annotation #assembly #binning #longreadsequencing #metagenomes #metagenomics #nanopore #nanoporesequencing #nfcore #openscience #nextflow #bioinformatics

Here's an experiment with prompting #Claude to write a #llm - powered #TEI #annotation pipeline with #evaluation. I also prompted it to run an experiment to compare the performance of Gemini 2.0 Flash vs. Llama 3.3 70b (via saia.gwdg.de) when annotating <tei:bibl> elements.

https://github.com/cboulanger/tei-annotator
https://github.com/cboulanger/tei-annotator/blob/main/docs/batch-annotation-experiment.md

Very early stage, but promising results so far. Don't want to reinvent the wheel though - what other projects (besides #Grobid) engage in LLM/ML-based TEI annotation?

Added a neat little feature in iScribby (v0.0.10) - the ability to attach your drawings to any window you choose. This is a bit of an experimental feature. Let me know if I should keep it!
https://iscribby.com/changelog

#dotnet #annotation #software #devlog #productivity #drawing #windows

We are looking to extend the @CATMA_app development team! This is an E13, full-time position for 36 months and relates to the ongoing development of our open source annotation tool.

The focus of the development work is on extending the API, separating frontend and backend, and implementing a modern, redesigned GUI.

Become part of the 3-person dev team! Details here: https://www.career.tu-darmstadt.de/tu-darmstadt/job/53175

#DigitalHumanities #DH #DHd #ResearchSoftware #CATMA #Annotation #RSE #DHTech #DHTools (1/2)

Ed Zitron loses his mind annotating an AI doomer macro memo

https://www.dropbox.com/scl/fi/1p1n0y1ip48ianok9dvbp/Annotation-The-Global-Intelligence-Crisis.pdf?dl=0&e=1&noscript=1&rlkey=qaar8ea6l5hh6jqls4x6g8q4b

#HackerNews #EdZitron #AI #Dilemma #DoomerMemo #Annotation #TechCritique

Would you like to share annotations in ebooks? Check out this proposal

https://www.w3.org/news/2026/first-public-working-draft-and-supporting-notes-epub-annotations-1-0/

#ebooks #EPUB #annotation #ereader #w3c