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pro-related

New Ebook: How to Get Quality Ground Truth Labels for All Autonomous Driving Applications – Without Busting the Bank

March 14, 2023January 30, 2023 by Varsha

In this ebook, Sama provides a practical guide to getting optimal quality ground truth labels for your autonomous driving project!

Categories Autonomous Transportation, Blog Tags ebook, home-resources, pro-related, transportation-related

The State of Data Annotation in Computer Vision

January 4, 2023January 4, 2023 by Varsha
data-annotation-challenge-retail

The challenges of data annotation are far-reaching for companies in retail, media, consumer goods, transportation and e-commerce, and many others. To overcome the challenges, these companies need to train their AI algorithms to

Categories Data Annotation Tags pro-related

In-House vs Outsourcing Data Annotation for ML: Pros & Cons

December 22, 2022December 22, 2022 by Saul Miller

In-house data annotation can be expensive but can be helpful in early stages of ML production. Outsourcing data annotation is cheaper but security can be compromised.

Categories Data Annotation Tags pro-related

Sama’s Experiment-Driven Approach to Solving for High-Quality Labels at Scale

July 10, 2022January 25, 2022 by Juan Esquivel

A recent academic paper outlines how Sama uses Experiment-Driven Development to measure how improvements made to our platform increase annotation efficiency.

Categories Sama Engineering Tags go-related, pro-related

ML Assisted Annotation Powered by MICROMODEL Technology

June 26, 2022July 29, 2021 by Saul Miller

ML Assisted Annotation can help you generate high-quality pre-labeled and human-assisted annotations, for predictably higher quality data in half the time.

Categories Machine Learning Tags pro-related, transportation-related
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