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Visual Layer Blog

How Noisy Data Sabotages AI Projects and What You Can Do to Fix It

AI data quality refers to the accuracy, completeness, consistency, and reliability of data used to train and operate artificial intelligence systems.
Rachel Cheyfitz
September 3, 2025
 • 
8
 min read

How to Tame the Visual Asset Surge Today: Visual Data Management for Defense & Intelligence Teams

Rachel Cheyfitz
August 12, 2025

Visual Layer's Mislabel Detection Sets New SOTA in Industry & Academia

Today we're sharing head-to-head experiments comparing VL's mislabel detection features to baseline algorithms from highly-cited academic papers and companies offering mislabel detection capabilities.

Guy Singer
January 30, 2025

Visual Layer’s Enriched Datasets Are Now Available on Hugging Face

At Visual Layer, we specialize in empowering AI and data teams to seamlessly organize, explore, enrich, and extract valuable insights from…

Guy Singer
September 20, 2024

Faster Image Captioning and VQA Using fastdup

Introducing automated image captioning and visual question answering with a variety of built-in deep learning models.

Guy Singer
September 21, 2023

Discover fastdup Advanced Features: Now Available for Free!

New and exciting features to curate your computer vision datasets.

Dickson Neoh
July 18, 2023

Introducing VL Profiler

Unleash the full power of your visual data.

Elad Yaakov
June 19, 2023

fastdup: A Powerful Tool to Manage, Clean & Curate Visual Data at Scale on Your CPU — For Free.

A step-by-step guide.

Dickson Neoh
June 3, 2023

My 7 stage Process for AI Product Development

Amir Alush
November 5, 2022

Large Image Datasets Today Are a Mess

Introducing a new free tool for curating image datasets at scale.

Amir Alush
May 24, 2022

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