
Classification features
Image classification
Describe the contents of each image with a single or multiple labels, combined with auto-switching technology for rapid labeling


Video scene classification
Classify individual frames, selected scenes or entire clips, using our intuitive start-time and end-time locators
Similarity analysis
Identify similarities, duplication and patterns in your entire dataset via our modular multi-image display

Our expert advice
After working on thousands of datasets, we’ve come to identify some special tips for labeling with classifications:
Need for speed
Quickly swipe through entire datasets with our auto-switch classification tool
High volumes
Divide your datasets into groups, then design different workflows for every class
Keep garbage out
Reduce "garbage" data to a minimum by discarding and filtering out all unnecessary items
Powering vision AI across industries
Retail
Supporting applications that classify actions of customers in cashierless stores, compare selected brands during purchase, on shelves and in stock and more


Drones & Aerial Imagery
Helping ML teams classify equipment faults during visual inspections, find similarities between minerals in mines, alert of unsafe behavior in construction sites, etc.
Robotics
Enabling robots to classify defects in manufactured components, identify differences and similarities between items on assembly lines, compare users of electronic goods and more


Autonomous Vehicles
Powering models that classify unsafe driving behavior, define degrees of vehicle damages for insurance claims, compare license plate numbers, etc.
Precision Agriculture
Advancing vision applications that define plant diseases, identify changes in produce health, and classify fruits and vegetables by stage of harvesting


Media & Content
Helping teams classify defense and offense moves in sports, compare brands online and in stores, or alert of harmful behaviors in social media posts
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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