Smart Labeling
Machine learning assistance to accelerate ROI on your AI initiatives
Smart Labeling features a suite of innovative capabilities using Machine Learning in the data annotation process to improve productivity, quality, and delivery of your data collection and data annotation projects. This produces better model outcomes – giving you high-quality training data and accelerating the ROI on your AI initiatives.
Our Superpixel tool allows fast annotation of pixel groups ("superpixels") that correspond to an object's boundary.
Appen Smart Labeling Focuses
on Three Specific Areas
Pre-Labeling
Machine Learning provides an initial 'best estimate’ hypothesis before contributors start the task allowing them to save time and make minor adjustments only if needed.
Speed Labeling
Smart Validators
Smart Labeling Capabilities
our Customers Enjoy
Pre-Labeling for Autonomous Vehicle Image Pixel Labeling
Speed labeling eliminates the need to annotate every single frame and expedites the annotation process.
Video Annotation with Speed Labeling
Contributors label each object in the first frame, then Speed Labeling tracks and predicts object locations in subsequent frames where contributors supervise and correct as needed. This results in up to 100x faster annotation speeds.
Speed labeling cuts judgment time by 33% and supports 31 languages.
Image Transcription with Speed Labeling
Text Utterance Collection with Smart Validators
Secure Data Access
Data security requirements are met for customers working with personally identifiable information (PII), protected health information (PHI), and other sophisticated compliance needs.
Enterprise-level security to protect sensitive client data
Secure Crowd
We offer a suite of secure service offerings with flexible options to ensure data security via secure facilities, secure remote workers, and onsite services to meet specific business needs.
Enterprise-level security to protect sensitive client data
Secure Facilities
We have sites in multiple geographies to support projects with Personally Identifiable Information (PII) and other sensitive data, as well as the right people, policies, and processes in place for a range of security levels, up to government level certification.
Enterprise-level security to protect sensitive client data
Secure Workspace
With our ISO 27001 accredited remote Secure Workspace solution, our global crowd can work on your sensitive projects remotely, without having to access a physical secure facility. This allows the diversity of our remote crowd to reduce bias and support multiple languages even through global disruptions.
Enterprise-level security to protect sensitive client data
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