Swaroop Shivaram

Swaroop Shivaram

Swaroop has 17+ years of rich experience in IP based video cameras, surveillance and computer vision technology building & managing enterprise scale video solutions. He has been a passionate evangelist of video analytics technology and has 2 patents in this domain. He is involved in incubating & transforming retail organisations using AI/ML computer vision technology. He is currently leading the computer vision platform at Lowe’s as Director - Data Science.

Council Post: Computer vision journey from “proof of concept” to “production”

The focus of PoC is inclined towards evaluating the algorithm on a sample dataset. This approach is understandable, considering the core of any computer vision solution is algorithm and data scientists want to validate the algorithm feasibility upfront. But, during the PoC, it is also equally important to realise how these algorithms are going to work in the production environment on real-life data.

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