Alegion Products
Alegion Managed Services
Alegion Managed Services provides a fully managed data labeling service for data science teams that need to offload some or all of their annotation workload. We work with you to optimize annotation parameters to deliver your desired data. Then, we match your project to a qualified workforce of annotators and deliver annotations according to your quality, budget, and timeline requirements. When you need to focus on engineering a deep learning solution without consuming your scarce and costly in-house data science resources with data annotation tasks, Alegion has the capacity and skill to meet your needs.
Our Approach
Combining the Quality of Humans-in-the-Loop Annotation with Efficient Smart Tools
It’s well known that humans-in-the-loop (HITL) annotation can bring human intelligence to machine learning models that have limited contextual knowledge. Alegion’s advanced software platform enables our team to deliver any volume of annotations for a wide variety of use cases across industries. Your Alegion team will include a highly qualified workforce and a specialized project management team who can guide you through project set-up, workflow configuration, project management, worker training, and quality review.
Our Process
A Three-Step Process for Quality and Scalability
Our in-house services cover the entire machine learning lifecycle so that we can be your data partner as you iterate and optimize your model. Our data annotation process starts with annotation optimization and then brings on experienced professionals for task design and deployment, annotation, and quality verification. Throughout the project, we calibrate the project with continuous quality improvement in partnership with the client.
Our Workforce
Your Dedicated Team of Data Experts, Project Managers, and Annotators
Our workforce provides access to up to a million skilled annotation workers in the US and across the globe, supported by Alegion’s project managers, data engineers, and quality assurance teams. For each project, data engineers create and iterate upon your project’s annotation strategy and a dedicated project manager oversees the success of your project from start to finish. All completed annotations go through our quality assurance teams, who ensure annotators have the training and ongoing resources they need to succeed.
Alegion Platform
Alegion Platform is a high-performance annotation software platform that accelerates the creation of reliable training data for machine learning models. We combine humans-in-the-loop data labeling with AI-enabled platform tools to deliver any volume of training data for any use case. Need a small but extremely high-confidence data set? We can build that. Need millions of labeled data points above your model’s required quality threshold? We can do that too.
An optimized user experience enables high throughput, lower project costs, and faster time to delivery. Learn more below about how Alegion’s software for video, image, and natural language processing enables a frictionless transition from proof-of-concept to full scale production.
Alegion Image
Intelligent and Customizable Tooling for Image Data
Alegion’s image annotation software can be easily customized to a wide range of use cases with a comprehensive set of labeling tools for segmentation and localization using bounding boxes, key points, lines, and polygons. With AI tools like SmartPoly and pre-labeling, Alegion image annotation software can label polygons with a single click and suggest labels. Built-in annotation scoring establishes high confidence levels for every single data point. Alegion image annotation ontologies are fast to set up, easy to use, and allow data scientists to build more sophisticated, reliable models with millions of image-based data labels. Learn more about Alegion Image.
Alegion Video
The Industry Leader in Video Annotation with Continuous Video Processing
Alegion’s best-in-class video annotation software has been engineered to stream videos of any length and at resolutions up to 4K. Whether you have millions of frames in 4K resolution or 480p low-resolution videos, we can support it. Our cloud-based video software is equipped with AI tooling such as interpolation and object tracking to reduce the number of annotations required per video by as much as 90%. A rich ontology framework supports complex annotation requirements like scene classifications and object relationships. Learn more about Alegion Video.
Alegion Natural Language Processing
Enrich Your Text-Based Assets and Build Better OCR Models
Whether you are building a model for named entity recognition, sentiment analysis, or another text or audio use case, Alegion’s natural language processing (NLP) software can be configured to your unique requirements. Our natural language processing tooling offers intuitive labeling and worker scoring to get your NLP model to production quality faster. Learn more about Alegion NLP.
Alegion Self Serve
Alegion Control provides data science teams direct access to a powerful video and image annotation platform. Leverage industry-leading video annotation capabilities and self-manage every aspect of your annotation project from ontology definition to exporting data. It’s perfect for data science teams looking for the speed, tooling, flexibility, and quality they need to quickly annotate their video data.
Alegion Control
Rapidly iterate and validate on your most complex use cases - with the first 150 annotation hours on us
Tackle your CV annotation projects with ease. Alegion Control enables you to quickly configure projects, define roles, load assets, and start annotating.