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This March we launched a monthly newsletter where we compile all interesting updates on image recognition and retail execution. Here is a glimpse.
Latest on retail execution: A series of blogs on 'How to run successful Perfect Store Programmes (PSP)'. It's structured in three parts :
- Part A - Key questions a CPG manufacturer must consider before starting a PSP.
- Part B - A framework we suggest for building effective PSPs
- Part C - How to measure effectiveness and ensure perfect store execution.
Updates from the product team: After many client requests, we have now launched our price display recognition feature. With this blog post, we give an under-the-hood look at how this capability works.
Data Science Research: Our data-science research team focus on getting the most accurate AI with the least possible training and resource requirements. On the same theme, we present two recent research papers focusing on - Retail Image Classification, and Compact Retail Shelf Segmentation for mobile deployment.
ParallelDots in News: We have news to share! ParallelDots was adjudged the winner for the Nasscom Emerge50 Awards in the Retail Tech category - which is an encouraging vote of confidence for the impact we are generating with ShelfWatch.
That's a wrap for this month, for any comments or questions, you can contact us here.
Latest on Retail Execution:
Part A : Key Questions to Consider before thinking of Building a Perfect Store programme.
Part B : A Framework for Building a Perfect Store programme
Part C : Key Ideas for Execution of a Perfect Store programme.
Updates from the Product team:
ParallelDots introduces the price display detection feature in ShelfWatch
Research from the Data Science team:
1. Bag of tricks for Retail Product Image Classification (Read More)
2. Compact retail shelf segmentation for mobile deployment (Read More)
ParallelDots in News:
NASSCOM has adjudged ParallelDots as the winner of Emerge50 Awards 2020 in the Retail Tech category.
"Every crisis is an opportunity in disguise. I'm a firm believer of this saying now", Our CEO Angam Parashar speaks to Startup.info
Our Co-Founder and Chief Scientist, Muktabh Mayank in conversation with Startups Unplugged.
From Shelf Photos to Execution Intelligence
AI image recognition only creates value when it’s embedded into everyday execution workflows. ShelfWatch helps teams move from delayed audits to real-time shelf visibility across formats, regions, and SKUs.
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