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data-annotation

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cleanlab / cleanlab

Star 11.4k

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

data-science machine-learning annotation data-validation exploratory-data-analysis weak-supervision outlier-detection labeling datasets data-cleaning active-learning data-quality data-profiling anomaly-detection data-curation data-annotation noisy-labels out-of-distribution-detection data-labeling data-centric-ai
  • Updated Jan 13, 2026
  • Python

slrbl / human-in-the-loop-machine-learning-tool-tornado

Star 69

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

python machine-learning natural-language-processing sklearn keras artificial-intelligence machinelearning machine-learning-api ruby-on-rails dataannotations active-learning automl data-annotation activelearning interactive-machine-learning active-learning-module human-in-the-loop-machine-learning data-annotation-machine-learning data-annotation-tools
  • Updated Apr 15, 2023
  • Ruby
PersianDataAnnotations

amastaneh / PersianDataAnnotations

Star 46

PersianDataAnnotations is ASP.NET Core MVC & ASP.NET MVC Custom Localization DataAnnotations (Localized MVC Errors) for Persian(Farsi) language - فارسی سازی خطاهای اعتبارسنجی توکار ام.وی.سی. و کور.ام.وی.سی. برای نمایش اعتبار سنجی سمت کلاینت

mvc localization csharp aspnetcore nuget mvc5 persian iran asp-net-core asp-net net-mvc asp-net-core-mvc mvc6 dataannotations asp-net-mvc farsi data-annotations data-annotation localization-dataannotations localized-dataannotations
  • Updated Dec 21, 2020
  • C#

saran9991 / llm-data-annotation

Star 41

Use Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLMs, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and better model performance

nlp gpt bert active-learning data-annotation fine-tuning dvc confident-learning noisy-labels mlflow cleanlab gpt-4 llm gpt-3-5-turbo
  • Updated Sep 11, 2023
  • Python

hazegreleases / JIETStudio

Star 36

A free and opensource yolov8, yolo11 and yolo26 all in one training tool that automates file structure and yaml files, auto labeling with SAM2, brush system for uninterupted labeling, a strong modular augmentation system where anybody can write their own filters and training. Without having to open terminal.

training open-source computer-vision image-annotation inference yolo object-detection opencv-python data-annotation labeling-tool dataset-management yolo-gui ultralytics yolov8 yolo11 yolov11 yolo26
  • Updated Feb 26, 2026
  • Python

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