AWS SageMaker Ground Truth VS Universal Data Tool

Compare AWS SageMaker Ground Truth VS Universal Data Tool and see what are their differences

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AWS SageMaker Ground Truth

Build highly accurate training datasets using machine learning and reduce data labeling costs by up to 70%.

Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

Landing page //
2023-04-14

Landing page //
2021-09-10

The Universal Data Tool (UDT) is an open-source web or downloadable tool for labeling data for usage in machine learning or data processing systems.

The Universal Data Tool supports Computer Vision, Natural Language Processing (including Named Entity Recognition and Audio Transcription) workflows.

The UDT uses an open-source data format (.udt.json / .udt.csv) that can be easily read by programs as a ground-truth dataset for machine learning algorithms.

AWS SageMaker Ground Truth

Website: aws.amazon.com
$ Details: -
Categories: #Data Science And Machine Learning #Data Labeling #AI #Image Annotation

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Universal Data Tool

Website: universaldatatool.com
$ Details
Categories: #AI #Image Annotation #Data Labeling #Data Science And Machine Learning

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AWS SageMaker Ground Truth videos

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Universal Data Tool videos

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Getting Started with Open-Source Contribution to the Universal Data Tool

Category Popularity

0-100% (relative to AWS SageMaker Ground Truth and Universal Data Tool)

AWS SageMaker Ground Truth

Universal Data Tool

Data Science And Machine Learning

63 63%

Data Science And Machine Learning

37% 37

Image Annotation

34 34%

Image Annotation

66% 66

Data Labeling

40 40%

Data Labeling

60% 60

57 57%

43% 43

User comments

Share your experience with using AWS SageMaker Ground Truth and Universal Data Tool. For example, how are they different and which one is better?

Social recommendations and mentions

Based on our record, AWS SageMaker Ground Truth seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

AWS SageMaker Ground Truth mentions (3)

[D] What are people using to organize large groups of people for data labelling?
Perhaps https://aws.amazon.com/sagemaker/data-labeling/ ? Source: almost 2 years ago
Top 5 AWS ML Sessions to Attend at AWS re:Invent 2021
In this session you will discover how to use Amazon SageMaker to prepare data for machine learning in minutes. SageMaker provides data preparation tools that make it easier to label, prepare, and analyse your data. Walk through a complete data-preparation workflow, including how to use SageMaker Ground Truth to label training datasets, as well as how to extract data from numerous data sources, convert it using... - Source: dev.to / over 2 years ago
Blocked by MLData…it was only a matter of time
As for who run MLD I guess It’s Amazon itself, have a look at this https://aws.amazon.com/sagemaker/groundtruth/. I speculate that multiple companies use this resource and they are the one responsible to upload the correct instructions, Amazon just redirect the labeling job for us using and requester account in mTurk, that explains why the communication is unacceptable with this requester. Source: over 2 years ago