Archives for Pinterest

01 Jul

Pinterest Is Getting Computer Vision Tasks Right With A Scalable Data Management System 

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image-5434

  Deep learning models rely on collecting high-quality data at scale to be successful with training. Some of the popular use cases are that of Amazon or Myntra, that use image processing techniques to classify the products based on the information present in the image. Any machine learning pipeline contains many auxiliary tasks, which often…

The post Pinterest Is Getting Computer Vision Tasks Right With A Scalable Data Management System  appeared first on Analytics India Magazine.

30 Apr

How This Graph-Powered Real Time Engine Handles A Billion Recommendations

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image-4243

Recommendation systems are the cornerstone of a majority of the modern day billion dollar industries. From Amazon to Netflix to Pinterest. Amazon recommends commodities for its e-commerce website and Netflix has a limited number of movies to recommend but in the case of Pinterest, the numbers are not that small. It has more than 100…

The post How This Graph-Powered Real Time Engine Handles A Billion Recommendations appeared first on Analytics India Magazine.