At Karna, we leverage state-of-the-art Deep Learning powered algorithms to scoop out actionable meaningful insights from unstructured data. Our unparalleled AI focussed technology and research pipeline provides unique market research solutions to companies.
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Analyzing visual data is a very important aspect of Market Research.
Deploying advanced AI algorithms to generate information from visual
data can speed up the research process, thus increasing overall
efficiency.
We can analyze images at scale on different dimensions like contents,
emotion, age, gender. It can be customized according to the needs of
clients such as identification of brand logo and products.
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Market research firms deal with a lot of textual data. Karna provides
Deep Learning powered advanced text analytics capabilities for
generating meaningful insights from the texts.
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Classify text based on the concepts it relates to.
Contextual Semantic Search takes thousands of messages and a
concept (specific words your brand can relate to, such as Price) as
input and filters all the messages that closely match with the given
concept.
A conventional approach for filtering all Price
related messages is to do a keyword search on Price and other closely
related words like (pricing, charge, $, paid). Contextual Semantic
Search on the other hand just takes the name of the concept (Price) as
input and filters all the contextually similar data even where the
obvious variants of the concept keyword are not mentioned.
Karna AI pursues novel, applied AI research in the field of Computer Vision. Our research work has been published in top Machine Learning conferences like NIPS and ISBI. We have listed below some of our research work in the Computer Vision domain.
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