Treat not a trick – the brand new 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!
Machine Learning
What is Data Curation and Do I Need It?
Data curation tools help prioritize labels that will have the greatest impact on your models, quickly optimizing model accuracy while saving time & money.
Why Human-in-the-Loop Data Validation Will Improve Your Models
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.
Single Object Tracking: Key Machine Learning Concepts, Models, and Techniques
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.
It’s Time to Redefine Data Quality for Machine Learning
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.
ML Assisted Annotation Powered by MICROMODEL Technology
ML Assisted Annotation can help you generate high-quality pre-labeled and human-assisted annotations, for predictably higher quality data in half the time.
Innovation Week: How Sama Builds a Culture of Experimentation
Sama’s third annual Innovation Week is coming to a close, and once more, our teams have given us plenty to be excited about.
Experts Explain: How to Think About Human-Centered Machine Learning
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.
10 Experts on the Biggest Roadblocks to Bringing ML Models to Production
87% of AI projects will never make it into production. Why? We asked ML experts.
What’s next? 17 Machine Learning Predictions for 2021
2021 Predictions: We asked a range of ML experts about what they believe will be the next big thing in AI and Machine Learning.
