Effective ML Training Data Management
The Training Data Storefront (TDS) empowers your team to assemble potent datasets from diverse data sources, ensuring effective ML training. Distilling lessons-learned from expert ML practitioners, TDS eliminates common friction points and inefficiencies from your AI workflows.
TDS is a full-featured web app, blending automated ingest of data, a familiar browse/search/filtering user experience, a collaborative annotation interface, and powerful data extraction tools.
TDS’s Dataset Builder supports the incremental assembly of reference datasets, while providing visual analytics into dataset biases. This insight helps inform prioritization for subsequent data harvesting and curation.
Integrated “Segment Anything” models promote the creation of high-precision polygons while minimizing repetitive mouse-clicks.
A companion app to TDS, the Ontology Translation Service (OTS), helps inform intelligent class labeling decisions when creating the ontology for your mission.
Mapping your classes to other reference ontologies promotes discoverability and interoperability within the ever-growing ML ecosystem.
Find the exact data you need with a familiar browse, search, and filtering experience.
A built-in collaborative annotation interface allows your team to work together seamlessly, enriching datasets in real-time.
Purpose-built tools to overcome the most common AI workflow challenges.
Seamlessly pull from diverse data sources into a unified storefront.
Build and version your datasets piece by piece for maximum control.
Gain crucial insights into dataset imbalances before you train.
Use “Segment Anything” models to create high-precision polygon labels in seconds.
Let the Ontology Translation Service (OTS) guide your labeling decisions.
Promote data discoverability by mapping your classes to reference ontologies.
Discover the benefits of the Training Data Storefront today!
For pricing information and more product details, please contact our team. We’ll provide a personalized overview to show how TDS can integrate with your mission.