May 2021 at ParallelDots - Financial news

May 2021 at ParallelDots

With our growing market penetration, we are also introducing new innovations for image recognition. This month’s newsletter speaks about two key initiatives we have introduced in the market –

  • Getting the right shelf arrangement – “Right assortment of products, present in right quantity and in the right location” – is what every leader aims for. Much has been said about the assortment (on-shelf-availability) and quantity (share-of-shelf) aspects, but not many companies leverage the power of AI to get the ‘location’ right. In this blog, we discuss how an image recognition program can be used to implement planogram compliance at scale. There might be some useful ideas for you to pick up.  
  • On-Device Image Recognition – Breaking the barrier of 5-10 mins turnaround time, we are launching an offline image recognition option (called ODIN) where users will get ‘instant’ feedback from AI analysis, without any internet connection. We now offer a wide range of image recognition options that can be optimized either for speed, accuracy or cost. Read more to see how the on-device image recognition solution works and whether it’s a right fit for you.

 For any comments or questions, you can contact us here

Latest on Retail Execution:

retail shelf KPIs execution using image recognition

Shelf Arrangement KPIs and Planogram Compliance through Image Recognition

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on-device image recognition for automated retail audits : ODIN by ParallelDots ShelfWatch

ODIN by ParallelDots : On-Device Image Recognition for Automated Retail Audits

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ParallelDots in News:

Co-Founder and Chief Data Scientist, Muktabh Mayank in conversation with the Udyam Gyan team.

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April 2021 at ParallelDots :

Latest on Retail Execution – A series of blogs on the Perfect Store Programme (PSP)

Part A : Key questions to consider when thinking of building a PSP

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Part B : A framework for building PSP.

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Retail shelf SKU image capture from a mobile phone

Part C : Key ideas for execution of a PSP.

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Updates from the Product Team:

The Price Display Detection feature of ShelfWatch

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Research from the Data Science Team:

1. Bag of tricks for Retail Product Image Classification (Click to read more)

2. Compact retail shelf segmentation for mobile deployment ( Click to read more)

ParallelDots in News:

ParallelDots CEO Angam Parashar speaks with Kossi Adzo of

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How ParallelDots is modernizing retail execution – Muktabh in conversation with StartUps Unplugged.

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  • Khyati Agarwal
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Khyati Agarwal
Khyati Agarwal
Digital Marketing at
Khyati Agarwal is a member of the Digital Marketing team at ParallelDots. When not creating content for ParallelDots, she likes to be updated with news, and loves to read about politics and religion

Khyati Agarwal
Latest posts by Khyati Agarwal
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  • Return on Investment : Why CPG Leaders are using Image Recognition for Perfect Store Execution - January 6, 2022
  • Image Recognition for Retail Execution – ParallelDots partners with Kvados for Central European Markets - September 16, 2021
  • Building the Perfect Retail Execution Strategy – with Image Recognition. - August 25, 2021

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