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

Full-fledged Data Exploration Tool for Label Studio

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

Custom YOLOv8 backend for Label Studio

💻 My Streamlit Archive 💻

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.

A Label Studio plugin with InstanceGM for improving data labels for machine learning with machine learning

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

ML backend for the Label Studio tool. The backend uses the YOLOv8 algorithm for image segmentation or detection.

Explore and demo label-studio on OpenShift

A simple python-script to augment an annotated dataset in JPG/XML Format as used by LabelIMG (https://github.com/tzutalin/labelImg) and now Label Studio. The script will rotate the images 4 times and mirror the resulting images and the annotations making for an expansion by the factor of 8.

A set of nodes to connect Label Studio in interesting ways.

Use Active Learning to diversely sample the dataset and generate new labels to train a classifier to predict whether the microscopy image contains a linear arrangement of 53BP1 accumulation on chromatin surrounding DNA damage, or irradiation induced foci.

This repository provides a convenient way to run Label Studio within a Docker container, simplifying the setup and execution processes.

A script for obtaining a binary mask as png from label_studio json format

API service that detects toxicity in Russian text using machine learning

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

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

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

DVC Sync S3 API is a minimal S3 interface that bridges the gap between data labeling tools and the data science pipeline