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Machine Learning

Treat not a trick – the brand new Sama-Coco dataset

November 9, 2022October 31, 2022 by Sama Team
sama-coco-dataset

We’re proud to release the Sama-Coco dataset, a relabeling of Coco-2017. It’s free and ungated for any machine engineers to use in their projects. Happy Halloween!

Categories Blog, Machine Learning

What is Data Curation and Do I Need It?

October 21, 2022October 19, 2022 by Sama Team

Data curation tools help prioritize labels that will have the greatest impact on your models, quickly optimizing model accuracy while saving time & money.

Categories Blog, Machine Learning

Why Human-in-the-Loop Data Validation Will Improve Your Models

January 11, 2023October 12, 2022 by Rebecca Schwan

As a data scientist, you may be familiar with the following scenario: your model performed well in training, but it’s producing less-than-desirable results when faced with new data in production.

Categories Blog, Machine Learning

Single Object Tracking: Key Machine Learning Concepts, Models, and Techniques

September 28, 2022September 28, 2022 by Varsha

What helps self-driving cars “see”? At their core, autonomous vehicle perception systems rely on object tracking algorithms to help understand their surroundings and ensure optimal safety.

Categories Blog, Machine Learning

It’s Time to Redefine Data Quality for Machine Learning

August 2, 2022August 2, 2022 by Sama Team

In ML, 100% data quality isn’t necessary – it isn’t even feasible. Learn how to find the quality “sweet spot” to get your models performing as desired.

Categories Blog, Machine Learning

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

Innovation Week: How Sama Builds a Culture of Experimentation

July 10, 2022June 22, 2021 by Loic Juillard

Sama’s third annual Innovation Week is coming to a close, and once more, our teams have given us plenty to be excited about.

Categories Machine Learning

Experts Explain: How to Think About Human-Centered Machine Learning

July 10, 2022April 15, 2021 by Kyra Harrington

We asked experts working in the field about their thoughts on the role of humans in Machine Learning, and humans and the future of ML. 

Categories Machine Learning

10 Experts on the Biggest Roadblocks to Bringing ML Models to Production

July 10, 2022March 29, 2021 by Aurelie Drouet

87% of AI projects will never make it into production. Why? We asked ML experts.

Categories Machine Learning

What’s next? 17 Machine Learning Predictions for 2021

July 10, 2022January 22, 2021 by Kyra Harrington

2021 Predictions: We asked a range of ML experts about what they believe will be the next big thing in AI and Machine Learning.

Categories Machine Learning
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