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At Pento, we share perspectives, case studies, and insights on artificial intelligence and machine learning for enterprises.
From Research Paper to Production: How to Close the Research-Implementation Gap
Most ML teams have a version of the same story: a research paper looks compelling, the benchmarks are strong, and then weeks pass debugging a reimplementation that barely reproduces baseline results. Here's a structured three-phase approach to closing that gap.
Computer Vision in Production
A closer look at how computer vision moves from experimentation into real operational systems across retail, logistics, and manufacturing.
Object detection: An overview with code examples
July 2024
Learn what object detection is and how it has evolved. Take a look at some of the most common and practical use cases. Code included.
Computer Vision in Manufacturing: The 4th Industrial Revolution
March 2022
Computer Vision is revolutionizing Manufacturing. Learn how it is powering the next generation of manufacturers and establishing the 4IR.
Computer vision in retail: Top 7 applications that are transforming the industry
January 2022
The future of retail is here with Computer Vision. Learn how retailers use it to improve shopping experiences, manage stock and more.
Explore all articles
From Research Paper to Production: How to Close the Research-Implementation Gap
Why Demand Forecasting Matters and How AI is Transforming the Process
A Year of MCP: From Internal Experiment to Industry Standard
How AI Solves Retail Challenges: Lessons from BFCM Peaks
How Pento Modeled Aesthetic Taste with Qdrant
Semantic Search: Revolutionizing Ecommerce Sales Conversion with Cost-Efficiency and Metadata-Free Advantages
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