label-studio

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

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

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

Full-fledged Data Exploration Tool for Label Studio

A Streamlit component integrating Label Studio Frontend in Streamlit applications

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.

An AI-aided image segmentation ML-Module for Heartexlab/Label-Studio. Easy to deploy. Great to use.

This small module connects Label Studio with Fonduer by creating a fonduer labeling function for gold labels from a label studio export. Documentation: https://irgroup.github.io/labelstudio-to-fonduer/

Implementing Incremental Learning In Label Studio Using River ML Model

Create ready-to-use Label Studio pre-populated JSON files from popular OCR formats.

Определение количества позиций товара на витрине по фотографиям.

This is a project for my Neural Networks graduate course involving the classification of YouTube video thumbnails.

Fine tuning YoloV7 to detect white, red bloodcells and platelets to be used as backend in label studio for pre annotating

Annotation repos

A desktop graphical tool for labelling image training data for object detection and other machine learning uses. Bounding boxes can be saved in ImageNet Pascal VOC (XML), JSON and CSV formats. Scripts are provided to convert the output to TensorFlow TFRecords for use with the object detection API.

digator-opennlp ("dig" + "gator" + "opennlp") is an API service for different OpenNLP tasks.

digator-label-studio is a set of different Label Studio ML backends.

Configuring Label Studio's Machine Learning backend with YoloV5 for faster object annotations.

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