DATA CURATION (BETA)

Don’t Pay for Labels Your Model Doesn’t Need

Sama offers data filtering and curation tools to ensure you only label the data most likely to improve your models
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Prioritize Labels that Get Your Model into Production

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Quicker Turnaround Time

Less labeling required for a quicker path to production

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Greater Data Value

Ensure every labeled asset adds value

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Better Model Quality

Better accuracy with less data

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Cost Reduction

Reduce labor costs for higher ROI on your models

EFFICIENT LABELING

Curate data that will have the greatest impact on your models' performance

Sama supports data selection for computer vision data, using data filtering, rebalancing, and Active Learning pipelines to optimize your labeling process – even on prefiltered and completely unlabeled datasets.

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How it Works

Visualize the Diversity of Your Data

Understand diversity, identify edge cases and prioritize the most high-value data you can label to improve your models

Select and Curate Data

State-of-the-art data curation algorithms such as Active Learning provide a continuous feedback loop to optimize the efficiency of your labeling process

Label Your Data More Efficiently

Get high quality labels for your models more quickly, and use advanced analytics to detect data drift and proactively update training sets

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Other Features for ML-based Data Selection and Filtering

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Active Learning for Continuous Improvement

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Interface to Visualize your Embeddings

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Actionable Analytics Reports on your Data

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Deployment in the Cloud or On-Premises

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Tools for Developers including CLI and API

Accuracy

Actionable Analytics Reports on Your Data

Why Sama

For over a decade, Sama has been helping leading Fortune 50 companies deliver secure, high-quality training data and model validation for machine learning.

Whether it’s curating your training data to have the greatest impact on model accuracy, or to efficiently labeling your data with the help of our directly-managed workforce of annotators and vertically integrated platform – Sama can help you bring your AI models to production faster.

Get Started Today