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Nina Pakhomova

Nina Pakhomova


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Creating an image similarity function with TensorFlow and its application in e-commerce
Article
Creating an image similarity function with TensorFlow and its application in e-commerce
Article Creating an image similarity function with TensorFlow and its application in e-commerce

In our previous post, we showed you how to use image recognition to solve the issue of misattribution in e-commerce catalogs. Once you start to trust your models and have trained them to detect a valuable amount of attributes, it is easy to expand from attribute verification to auto tagging. Howeve...

Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
Article
Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow
Article Detecting and correcting e-commerce catalog misattribution with image and text classification using Google TensorFlow

In our previous post, we discussed the impact of product misattribution in e-commerce and how image recognition with Machine Learning can be an important tool to resolve this issue. In this post, we will get into the details of how to detect and correct misattribution using Machine Learning, Goog...

How Machine Learning can address attribution issues in e-commerce catalogs
Article
How machine learning can address attribution issues in e-commerce catalogs
Article How machine learning can address attribution issues in e-commerce catalogs

A richly attributed and well-curated product catalog is the key asset of online retailers. However, products are frequently misattributed, which makes it a pain for customers to find the products they’re looking for. Catalog product attribution issues are a major pain point in e-commerce. They...

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