Label Box
Label Box is a data labeling platform that helps teams prepare and manage data for machine learning models. It provides collaborative tools for labeling images, text, audio and video to train AI algorithms.
machine-learning
data-labeling
image-annotation
text-annotation
audio-annotation
video-annotation
Label Box: Data Labeling Platform for Machine Learning
A collaborative data labeling platform to prepare and manage data for machine learning models, supporting images, text, audio, and video labeling.
What is Label Box?
Label Box is a cloud-based data labeling platform designed to help teams prepare and manage data to train machine learning and artificial intelligence models. It provides a suite of collaborative tools for labeling all types of data including images, text, audio and video.
Key features of Label Box include:
- Image, text, audio and video labeling interfaces for bounding boxes, segmentation, transcription, classification and more
- ML-assisted labeling to improve labeling efficiency
- Collaboration tools for teams to work together on labeling projects
- Quality assurance with consensus, adjudication and gold set review
- Robust APIs and integrations with popular ML frameworks like TensorFlow, SageMaker and others
- Governance controls for access, revisions and workflow
- Analytics dashboards for monitoring project progress
Label Box aims to improve the development of AI systems by providing fast, scalable and accurate labeling to generate quality training data. It's used by companies across industries like autonomous vehicles, robotics, medical imaging and more.
Label Box Features
Features
- Data labeling interface for images, text, audio, video
- ML model management
- Collaboration tools
- Integrations with popular ML frameworks
- APIs for automation
- Governance and access controls
Pricing
- Free
- Subscription-Based
Pros
Intuitive interface
Collaboration features
Integrates with popular ML tools
APIs allow for automation
Governance controls provide oversight
Cons
Can be expensive for large teams/datasets
Limited model training capabilities
Less flexibility than open source options
Official Links
The Best Label Box Alternatives
Top Ai Tools & Services and Data Labeling and other similar apps like Label Box
Prodigy ML
Prodigy ML is an efficient open-source data annotation tool for building machine learning models. It accelerates machine learning model development by making the data annotation process faster and more collaborative across teams.Key features of Prodigy ML include:Active learning suggestions to prioritize annotations for maximal model improvementPre-annotation with existing models to...
Computer Vision Annotation Tool (CVAT)
CVAT is an open source web-based tool for computer vision annotation and labeling of images, video, and other data. It allows users to draw bounding boxes, segment objects, track objects across frames, assign tags, and more. Some key features of CVAT include:Platform agnostic - works in any modern browserAnnotation tracking...
Appen
Appen is a technology company that provides data and services to help large organizations develop machine learning and artificial intelligence capabilities. Founded in 1996, Appen specializes in the annotation and categorization of images, text, speech, audio, and video to produce high-quality training data.Appen operates a global crowdsourcing platform that gives...
Amazon SageMaker Data Labeling
Amazon SageMaker Data Labeling is a service that provides access to human labelers so that you can easily and quickly label large datasets for machine learning. Some key features include:Get access to a workforce of pre-qualified human labelers who can label images, videos, text, and more for your machine learning...
SuperAnnotate
SuperAnnotate is a robust data annotation platform designed specifically for computer vision tasks like object detection, image classification, semantic segmentation, instance segmentation, and more. It provides a wide range of powerful annotation tools to efficiently label images, videos, lidar data, and 3D point clouds.Key features include:Intuitive web-based interface for drawing...
Supervisely
Supervisely is a no-code platform designed to make computer vision and machine learning more accessible. It provides a complete set of tools for annotating data, training neural networks, and deploying models without the need for coding.Some key features of Supervisely include:Intuitive web-based interface for image, video, and 3D data annotation.Pre-trained...
VGG Image Annotator (VIA)
VGG Image Annotator (VIA) is an open source web-based image annotation tool for easily labeling images to generate datasets for machine learning and computer vision research. It allows users to mark up images with shapes like bounding boxes, circles, polygons to identify objects or regions of interest.Some key features of...
UniversalDataTool
UniversalDataTool is a powerful, free and open-source data analysis and visualization software for Windows, Mac and Linux. It can connect to a wide variety of data sources including CSV, Excel, SQL databases, REST APIs and more to import data for analysis.Some of the key features of UniversalDataTool include:Interactive and customizable...
Cloud AutoML
Cloud AutoML is a suite of machine learning products from Google Cloud that enables developers with limited machine learning expertise to train custom models specific to their business needs. The key capabilities and benefits of Cloud AutoML include:User-friendly graphical interface to upload your data, train models, and make predictions without...
Diffgram
Diffgram is a handy online diff tool that allows you to visually compare two files or directories side-by-side. It supports many file types including text files, source code, images, PDFs, and more.Some key features of Diffgram:Intuitive split-screen interface makes it easy to pinpoint differences between filesSupports line-by-line comparisons for text...
HyperLabel
HyperLabel is label, barcode, and tag design software used to create custom product and inventory labels. This desktop program has an intuitive drag-and-drop interface that allows users to easily design multiple professional labels, tags, and barcodes without the need for graphic design experience.With HyperLabel, you can choose from over 5000...
Edgecase.ai
Edgecase.ai is an end-to-end AI-powered test automation platform for modern software teams. It helps automate all stages of testing including test design, test execution, and test analysis.Key capabilities and benefits include:AI-based test case generation - Edgecase automatically generates test cases using advanced AI/ML algorithms to provide comprehensive test coverage.Automated test...
Dataloop AI
Dataloop AI is an end-to-end data management and operations platform designed to help companies prepare high-quality datasets for machine learning. It provides a comprehensive set of tools to automate repetitive data tasks and allows non-technical users to easily annotate, manage and track datasets.Key features of Dataloop AI include:Intuitive graphical interface...
OnePanel
OnePanel is an open-source platform that simplifies deploying and managing applications and infrastructure on Kubernetes. It provides a graphical user interface and automation tools to streamline Kubernetes workflows.Some key features of OnePanel include:App Store - Browse and deploy preconfigured applications like WordPress, JupyterHub, Airflow and more with just a few...
ByteBridge
ByteBridge is an enterprise-grade managed file transfer and sync solution designed to securely transfer large files and automate synchronization of data across systems. It features:High-speed file transfers that leverage your existing infrastructure for fast data movementMilitary-grade encryption in transit and at rest to protect sensitive filesAutomated and scheduled file syncs...
