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Deploying Image Recognition for In-store SKU Identification
Speaker: Vijay Gabale, Co-Founder, CTO, Infilect
Overview of the talk:
- Experiences as co-founder and failures
- The problem of digitizing in-store on-shelf retail execution
- The hardness of image recognition problem
- Challenges in solving the problem using deep learning
- AI Ops in maintaining the deep learning models for image recognition
- Future: self supervised learning, on device AI
- Q&A
----
Vijay is Co-founder and Chief Product & Technology Officer at Infilect. Before co-founding Infilect, he was a research scientist at IBM Research Labs. Vijay enjoys solving large-scale business problems at the intersection of data, computation, and automation. Vijay is particularly driven by those techno-business problems that can have net-positive impact when solved at scale. Apart from the startup world, Vijay enjoys playing badminton, trekking in the Himalayas, and reading non-fiction books.
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The OffNote Labs Systems Talk Series brings you industry experts, researchers and practitioners, passionate to share their learnings and experience -- on innovating and building cutting-edge technology / systems which touch and influence the lives of billions of people on this planet.
Our talks are informal, a blend of traditional presentation / podcast, and the audience very technically engaged.
We take delight in unraveling the experience of research and innovation, and celebrate innovators who 'follow the problem', and make complex technology work in the wild.
==
Follow OffNote Labs on LinkedIn. https://www.linkedin.com/company/offnote
Watch previous talks and Subscribe on Youtube: https://bit.ly/31VTMHH
Sign up to our newsletter: http://offnote.substack.com
Read our research articles: https://medium.com/offnote-labs
Web: https://offnote.co
==
Видео Deploying Image Recognition for In-store SKU Identification канала OffNote Labs
Overview of the talk:
- Experiences as co-founder and failures
- The problem of digitizing in-store on-shelf retail execution
- The hardness of image recognition problem
- Challenges in solving the problem using deep learning
- AI Ops in maintaining the deep learning models for image recognition
- Future: self supervised learning, on device AI
- Q&A
----
Vijay is Co-founder and Chief Product & Technology Officer at Infilect. Before co-founding Infilect, he was a research scientist at IBM Research Labs. Vijay enjoys solving large-scale business problems at the intersection of data, computation, and automation. Vijay is particularly driven by those techno-business problems that can have net-positive impact when solved at scale. Apart from the startup world, Vijay enjoys playing badminton, trekking in the Himalayas, and reading non-fiction books.
===
The OffNote Labs Systems Talk Series brings you industry experts, researchers and practitioners, passionate to share their learnings and experience -- on innovating and building cutting-edge technology / systems which touch and influence the lives of billions of people on this planet.
Our talks are informal, a blend of traditional presentation / podcast, and the audience very technically engaged.
We take delight in unraveling the experience of research and innovation, and celebrate innovators who 'follow the problem', and make complex technology work in the wild.
==
Follow OffNote Labs on LinkedIn. https://www.linkedin.com/company/offnote
Watch previous talks and Subscribe on Youtube: https://bit.ly/31VTMHH
Sign up to our newsletter: http://offnote.substack.com
Read our research articles: https://medium.com/offnote-labs
Web: https://offnote.co
==
Видео Deploying Image Recognition for In-store SKU Identification канала OffNote Labs
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30 апреля 2022 г. 17:55:55
01:20:33
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