92% 4 Level Deep Product Categorization with MultiLingual Dataset for Wholesale Marketplace

How we were able to reach 97% on top level categories, and 92% on bottom level categories with a multilingual dataset for a customer of Pumice.ai.

Matt Payne

December 20, 2024

Blog Posts for

Deep Learning

SETFIT - Prompt-free Efficient Few Shot Learning | What is SetFit?

What is the the SetFit architecture and how does it outperform GPT-3 and other few shot large language models

December 5, 2022
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Drive More Conversions: State of the Art Visual Search In Ecommerce | Building Visual Search (Ecommerce Focused)

A complete walkthrough guide on how to use visual search in ecommerce stores to create more sales and real examples of companies already using it.

April 26, 2022
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Automate Your Invoice Processing: Extract Data From Invoices in 6 Easy Steps

Automating the extraction of data from invoices can reduce the stress of your accountants by finding inaccuracies, digitizing paper invoices, and more.

April 13, 2022
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Integrating Automated Invoice Processing OCR Into Your Business Instantly

Automate your invoice processing workflow to remove manual data input with our custom built invoice processing OCR software. 

March 10, 2022
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Technical Evaluation of Modern Machine Learning In Medical Imaging

Find out how machine learning in medical imaging is transforming the healthcare world and making it more efficient with three use cases.

November 15, 2021
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Three Unique Architectures For Deep Learning Based Recommendation Systems

Deep learning recommendation system architectures make use of multiple simpler approaches in order to remediate the shortcomings of any single approach to extracting, transforming and vectorizing a large corpus of data into a useful recommendation for an end user.

September 29, 2021
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Neural Collaborative Filtering for Deep Learning Based Recommendation Systems | Architecture Breakdown & Business Use Case

Let's take a look at the architecture used to build neural collaborative filtering algorithms for recommendation systems

May 26, 2022
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How We Helped Automate Out 167.3 HR/MO Spent Managing Inventory With Image Recognition and Processing Using Computer Vision and Machine Learning

Inventory automation with computer vision - how to use computer vision in online retail to automate backend inventory processes

November 10, 2021
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