Vyasa offers two novel applications for text analytics and image classification.
Layar-powered Text Analytics
A novel SmartSheet web application, Synapse leverages Layar to enable connections between data tables and unstructured content. This innovative technology allows users to build tables of structured data with information from unstructured sources, such as PDFs with important images and tables. SmartTable functions include: free-form question & answer, trending term visualization, term set expansion, and concept similarity recognition.
Layar-powered Image Analytics
Vyasa Cortex is a robust image analytics platform that enables users to create fine-tuned models, with full control of training parameters that can be subsequently used in fully automated image analytics pipelines. Cortex’s key features include: raw image processing, training, image classification, object detection, segmentation, and more. The application comes with an intuitive model management system, which simplifies the process of refining models, assigning accountability, monitoring iteration details, and documenting critical project information.
Hosted API Suite
Vyasa hosts a collection of RESTful APIs that deliver a wide range of programmatic functionalities available within Layar. Offered on a fee per request basis, Layar’s APIs are a flexible option for individuals that are interested in the various functionalities baked into Layar, without purchasing a license or subscription service. Queries for each API can cover a wide assortment of data types, including XML, PDF, Twitter, RSS, XLS, TXT, CSV, TSV, DOC, and DOCX. For an additional price, Layar APIs can come with access to readily available sources from Vyasa’s Layar Data Catalog, a continually refined compendium of public and private data sources.
The Layar Question-Answering API is a deep learning, contextually-driven fact extraction engine built to provide direct, fast, and complete answers to user-generated questions concerning healthcare, patents, and life science material. Predicated upon parse-composition frameworks, Layar QA is pre-trained on large volumes of corpa and fine-tuned with named entity recognition. In short, the Layar Question-Answering API is able to accurately interpret a question you provide, and offer a corresponding answer.
Our user-friendly Layar Search API delivers contextually relevant results that account for all relevant term synonyms to offer a comprehensive and accurate search results.
Comprehensively identify conceptually similar terms between words and phrases, Layar Radar can identify related entities, as well as classifications for a collection of entities. Radar supplies methods like the following:
- Retrieve similar terms for an input word or statement derived from input context
- Expand list to find additional words that are contextually similar to your growing collection of words or phrases
- Compute proportionality of similarities between sets of terms
- Retrieve collocations for input vectors or phrases
Layar Engine (ML PaaS)
Layar is the core analytics and deep learning engine that helps power intelligent analytic applications, such as Synapse and Cortex. It is available as a hosted ML PaaS as well as an easily downloadable on-prem solution. Thanks to Helm charts, Layar can be rapidly deployed into private and public cloud or your local Kubernetes infrastructure.
Layar exposes multiple API access points that facilitate integration of sophisticated neural network architecture into your data analytic pipelines. Whether you’re looking to augment your existing image analytics pipeline or develop a novel approach to mining text corpora, Layar’s diverse analytics capabilities can provide your company with powerful insights.
Layar comes equipped with all of our master data sources pre-trained and modified by our expert team of data scientists. Layar also supports access to your internal data reservoirs, offering immense flexibility in how your data architecture can leverage our platform.