HumanSignal/label-studio-examples

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Created about 1 year ago
Updated about 1 year ago

HumanSignal/label-studio-examples

HumanSignal

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Example Code to Supplement the Label Studio Blog

labelImg

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.

label-studio

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

awesome-data-labeling

A curated list of awesome data labeling tools

label-studio-frontend

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

label-studio-ml-backend

Configs and boilerplates for Label Studio's Machine Learning backend

label-studio-converter

Tools for converting Label Studio annotations into common dataset formats

label-studio-transformers

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

RLHF

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

Jupyter Notebook

label-studio-sdk

Label Studio SDK

dm2

Full-fledged Data Exploration Tool for Label Studio

pyheartex

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

brand-sentiment-analysis

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

label-studio-evalme

Evaluation metrics package

label-studio-terraform

label-studio-tools

text-classifier

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

awesome-human-in-the-loop

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

smartfew

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

charts

heartexlabs.github.io

Label Studio website with the documentation

awesome-active-learning

A curated list of awesome active learning related topics

label-studio-addon-dicom

DICOM format annotation and labeling support for Label Studio

articles

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