Our expert advice
After working on thousands of datasets, we’ve come to identify some special tips for when labeling with Key Points:
Need for speed
When labeling many parts of a whole, navigating between labels becomes timely. Use our auto-switch mode to automatically change labels with every point added
Establish connections
Scattering dozens of key points can easily become confusing. Assign parenting between points to highlight internal relationships, grouping, contexts, etc
Hidden from view
Certain human postures naturally involve hiding some limbs behind others. With our annotation attributes, you may easily mark visible and occluded body parts
Powering vision AI across industries
Retail
Supporting applications that analyze customers’ posture in cashierless stores, locate items’ position on shelves, recognize customers’ facial features and more
Drones & Aerial Imagery
Helping ML teams locate ground control points in mapping, pinpoint selected crops in farming fields, identify facial features of suspects seen in surveillance systems, etc.
Robotics
Enabling robots to find and trace packages in supply chains, capture the posture of robotic arms, recognize facial features of consumers of electronic goods and navigate personal assistance robots
Autonomous Vehicles
Powering models that identify skeleton structure and location of cars, trucks, and other vehicles, as well as recognize facial features of passengers for monitoring theft and drowsiness
Precision Agriculture
Advancing vision applications that locate and measure weeds, insects, or disease in crops, identify growth of livestock and aquatic organisms or monitor their physical postures
Media & Content
Helping teams analyze the posture of sports players during key plays, locate players’ positions on a sports court, recognize facial features of public figures in social media, etc.
Examine additional Annotation Tools
Classification
Define content with a click
Detection
Locate, identify and track objects
Segmentation
Give meaning to every pixel
Explore more of our platform
Data
Management
Manage, collaborate, distribute and utilize your data operations, all integrated seamlessly and managed via single point of access.
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Production
Pipelines
Build custom automation pipelines within our serverless environment, to reach production faster and scale indefinitely.
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