LFX Platform

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Data Labeling & Annotation Tools

Solutions for efficiently labeling and annotating data for machine learning tasks

7 projects

6,745 contributors

$55M

Label Studio

Label Studio is an open source data labeling platform for annotating text, images, audio, video and other data types. It provides a web interface for creating labeled datasets for machine learning and AI applications, with support for multiple annotation types, project management, and team collaboration.

Contributors

3,577

Organizations

561

Software value

$18M

DeepLabCut

DeepLabCut is an open-source toolbox for markerless pose estimation of animals performing various behaviors using deep learning. It implements a transfer learning approach to adapt deep neural networks pre-trained on human pose estimation to animal pose tracking with minimal training data.

Contributors

1,838

Organizations

157

Software value

$3.4M

ilastik

ilastik-shell, applets, and workflows to string them together.

Contributors

518

Organizations

77

Software value

$5.8M

INCEpTION

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

Contributors

443

Organizations

64

Software value

$23M

WebAnno

WebAnno is an open-source web-based annotation tool for linguistic data, supporting various annotation layers, project management, and collaborative annotation workflows. It enables users to perform manual annotation tasks on text documents with features like user management, annotation scheme configuration, and quality control measures.

Contributors

263

Organizations

56

Software value

$5M

LabelU

LabelU is an open-source data labeling and annotation platform that provides tools for creating, managing, and collaborating on data annotation projects. It supports various annotation types including image classification, object detection, and segmentation tasks.

Contributors

106

Organizations

10

Software value

$318K

Archived

Xtreme1

The mission of the Project is to build an accessible open-source data-centric MLOps infrastructure to connect people, models and data.

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