Automatic Annotations
Boost manual annotation processes with automation tools and active learning

Automation features
AI annotation assistant
Accelerate the annotation process with our set of AI-powered magic tools, which automatically convert 4 single points into multi-vertices polygons


Model predictions
Run your models on datasets to generate annotation predictions. Pre-labeled items then get audited by annotators, increasing productivity significantly.
Annotation conversion
Swiftly switch between labeling tools and methods, reaching output faster with less clicks per object. For example, convert a simple polygon into a full semantic mask, instead of annotating pixel by pixel


Smart object tracking
With our optical flow and smart tracking models, automatically duplicate annotations between video frames and sequenced images, to detect and follow unlimited objects
Automation highlights We are proud to share our set of exceptional tools and features, designed for more scalable and accurate data preparation workflows. For example, our deep learning model integration feature, offering:
Auto-annotation
Object detection and labeling performed automatically, reducing manual work to minimal editing
Model validation
Run model predictions on raw data to visualize detection accuracy, and see exactly where your models needs more training
Framework compatibility
Supporting a variety of model development frameworks, including Keras, Tensorflow, Pytorch, and more
Powering vision AI across industries
Retail
Supporting faster iterations for vision applications in retail, using models for object detection, classification and tracking in cashierless stores, inventories, waste management facilities and more


Drones & Aerial Imagery
Helping teams in the remote sensing space expedite the transition of complex aerial data into automated insights, with applications ranging from visual inspections and object tracking to safety monitoring
Robotics
Supplying programmers with automation tools to develop, train and deploy machine vision models that serve any specified task – from manufacturing quality control to human-machine interactions


Autonomous Vehicles
Accelerating automated recognition of all items and events inside and around a vehicle- from object detection and tracking to sensor fusion, driving assistance, passenger monitoring, etc.
Precision Agriculture
Providing validated ground truth for vision applications in agtech, leading to enhanced crop yield, quality and consistency, while requiring less waste and manual intervention


Media & Content
Expediting data preparation processes for visual recognition in sports analytics, e-commerce, content moderation, visual searches and more
Explore more Annotation Platform features
Annotation Tools
Annotation made fast & easy
Automatic Annotations
Automate data preparation
Video Annotation
Play, pause, annotate, play again
Workforce Management
Boost your data workflows
Data QA & Verification
Review & validate data quality
Integrated Labeling Services
Get labeled data on-demand