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Snorkel Flow
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Snorkel Flow Reviews & Product Details

Snorkel Flow Overview

What is Snorkel Flow?

Modern AI approaches require massive labeled training datasets to learn from, which traditionally rely on armies of human annotators to label by hand. In Snorkel Flow, users programmatically label, build, and augment training data to drive a radically faster, more flexible, and higher quality end-to-end AI development and deployment process

Snorkel Flow Details
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Product Description

Modern AI approaches require massive labeled training datasets to learn from, which traditionally rely on armies of human annotators to label by hand. In Snorkel Flow, users programmatically label, build, and augment training data to drive a radically faster, more flexible, and higher quality end-to-end AI development and deployment process


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Snorkel

Description

Snorkel is a technology company that specializes in data-centric artificial intelligence. Their platform focuses on enabling organizations to develop and manage training data for machine learning models efficiently. Snorkel provides tools to automate the labeling process, generate training data, and improve model accuracy using weak supervision techniques. This approach helps reduce the time and resources typically required for data labeling. By leveraging Snorkel, businesses can accelerate AI development and deployment across various applications.

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Recent Snorkel Flow Reviews

Tanbir  G.
TG
Tanbir G.Small-Business (50 or fewer emp.)
3.0 out of 5
"Data handler"
It seamlessly integrates with popular machine learning libraries such as PyTorch and Tensor flow. It is a powerhouse when it comes to handle large ...

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1 Snorkel Flow Reviews

3.0 out of 5
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1 Snorkel Flow Reviews
3.0 out of 5
1 Snorkel Flow Reviews
3.0 out of 5

Snorkel Flow Pros and Cons

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Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
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Cons
G2 reviews are authentic and verified.
Tanbir  G.
TG
Marketing Manager
Small-Business(50 or fewer emp.)
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Incentivized Review
What do you like best about Snorkel Flow?

It seamlessly integrates with popular machine learning libraries such as PyTorch and Tensor flow. It is a powerhouse when it comes to handle large databases. It's real strength is to handle data that is tricky and not flawless. Additionally, it's flexibility is a huge advantage. Review collected by and hosted on G2.com.

What do you dislike about Snorkel Flow?

Snorkel is challenging to use as it requires understanding the concept of data labeling and weak supervision. It is not the go-to option for tasks that requires data of the highest quality. Setting up Snorkel requires effort. Review collected by and hosted on G2.com.

What problems is Snorkel Flow solving and how is that benefiting you?

It enables you to handle data that is not perfect that allow to make best use of the resources in tasks where obtaining flawless data is a challenge. It helped me a lot to develop accurate machine learning model. Review collected by and hosted on G2.com.

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