Amazon Augmented AI (Amazon A2I) vs. Snorkel
| Product | Rating | Most Used By | Product Summary | Starting Price |
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 Amazon Augmented AI (Amazon A2I) | Score6.1 out of 10 | N/A | Amazon Augmented AI (Amazon A2I) allows humans and machine learning models to work together to increase the speed and accuracy of machine learning (ML) models. When human review is needed, Amazon A2I guides a human reviewer step-by-step in a process called a workflow. Three groups of humans can provide labels using these workflows: Amazon Mechanical Turk workers, company employees, or third-party vendors. Users pay for each human-reviewed object (which can be an image, an audio recording, a… | N/A |
 Snorkel | N/A | N/A | Snorkel, from Snorkel AI in Palo Alto, is a system for programmatically building and managing training datasets. In Snorkel, users can develop training datasets rather than hand-labeling them over weeks or months. Snorkel currently exposes three key programmatic operations: labeling data, for example using heuristic rules or distant supervision techniques; transforming data, for example rotating or stretching images to perform data augmentation; and slicing data into different critical subsets.… | N/A |
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| Editions & Modules | No answers on this topic | No answers on this topic | ||||||||||||||
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| Entry-level Setup Fee | No setup fee | No setup fee | ||||||||||||||
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