Label Studio is a multi-type data labeling and annotation tool with standardized output format
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Updated
May 28, 2024 - JavaScript
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
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
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
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