HumanSignal 的公共 GitHub 足迹

Label Studio is a multi-type data labeling and annotation tool with standardized output format

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

A curated list of awesome data labeling tools

Adala: Autonomous DAta (Labeling) Agent framework

Configs and boilerplates for Label Studio's Machine Learning backend

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

Tools for converting Label Studio annotations into common dataset formats

Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI models

Label data using HuggingFace's transformers and automatically get a prediction service

Label Studio SDK

Full-fledged Data Exploration Tool for Label Studio

Example Code to Supplement the Label Studio Blog

Awesome List of Human in the Loop resources and references for retraining models.

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A community-driven collection of Label Studio configs for various data annotation tasks.

Heartex Python SDK - Connect your own models to Heartex Data Labeling

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

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Evaluation metrics package

Plugins to extend Label Studio with custom workflows, integrations, and UI components.

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Tensorflow-based text classifier that could be integrated with Heartex/Label Studio

SmartFew is your swiss knife for semi-supervised structuring of unlabeled data using Few Shot Learning.

A curated list of awesome active learning related topics

PDF format annotation and labeling support for Label Studio

Label Studio ML Tutorial

Automated generation of real Swagger/OpenAPI 2.0 schemas from Django REST Framework code.

DICOM format annotation and labeling support for Label Studio

Agent skill for building labelstudio xml labeling config

Curated collection of Label Studio tutorials

Label Studio website with the documentation

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Awesome machine learning tools

Materials we publish on Medium and other resources about labeling, machine learning, active learning, etc

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Agent skill for building HumanSignal Interfaces

Place for homebrew formula to live

Articles from the Label Studio Enterprise Support portal

decode audio files using FFmpeg and WebAssembly

NeMo: a toolkit for conversational AI

Publicly accessible repository for demo data, configurations, examples, and tutorials

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Simple SAML Identity Provider (IdP) for Node

A Slackbot that archives threads to Discourse and suggests previous threads that may answer a user question

A configurable set of panels that display various debug information about the current request/response.

Frontend test suite with Cypress

Used as a base for technical interviews

Label Studio meets weak supervision WIP

Awesome weak supervision

Image segmentation model for Label Studio

A set of rules for the frontend ESLint