CPG-Retail

March 2021 at ParallelDots

Ankit Singh
March 8, 2021
3
mins read

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.

Read More

Part B : A Framework for Building a Perfect Store programme

Read More

Retail shelf SKU image capture from a mobile phone

Part C : Key Ideas for Execution of a Perfect Store programme.

Read More

Updates from the Product team:

Price Display Detection:

ParallelDots introduces the price display detection feature in ShelfWatch

Read More

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.

Press Release

"Every crisis is an opportunity in disguise. I'm a firm believer of this saying now", Our CEO Angam Parashar speaks to Startup.info

Read More

Our Co-Founder and Chief Scientist, Muktabh Mayank in conversation with Startups Unplugged.

Read More

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.

Read More

Part B : A Framework for Building a Perfect Store programme

Read More

Retail shelf SKU image capture from a mobile phone

Part C : Key Ideas for Execution of a Perfect Store programme.

Read More

Updates from the Product team:

Price Display Detection:

ParallelDots introduces the price display detection feature in ShelfWatch

Read More

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.

Press Release

"Every crisis is an opportunity in disguise. I'm a firm believer of this saying now", Our CEO Angam Parashar speaks to Startup.info

Read More

Our Co-Founder and Chief Scientist, Muktabh Mayank in conversation with Startups Unplugged.

Read More

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Ankit Singh
Co-Founder, CTO ParallelDots
Ankit has over seven years of entrepreneurial experience spanning multiple roles across software development and product management with AI at its core. He is currently the co-founder and CTO of ParallelDots. At ParallelDots, he is heading the product and engineering teams to build enterprise grade solutions that is deployed across several Fortune 100 customers.
A graduate from IIT Kharagpur, Ankit worked for Rio Tinto in Australia before moving back to India to start ParallelDots.