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Labeling AI VS AWS SageMaker Ground Truth

Compare Labeling AI VS AWS SageMaker Ground Truth and see what are their differences

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Labeling AI logo Labeling AI

Labeling AI is a deep learning-based auto labeling solution that develops and auto-labels custom AI by learning minimal manual labeling data.

AWS SageMaker Ground Truth logo AWS SageMaker Ground Truth

Build highly accurate training datasets using machine learning and reduce data labeling costs by up to 70%.
  • Labeling AI Landing page
    Landing page //
    2022-09-02

Labeling AI is a deep learning-based technology that automatically labels large amounts of data based on a small amount of pre-labeled data available. Labeling AI is an innovative tool that can save your time.

Auto labeling performs the labeling process of large datasets with minimal human intervention, required only to review the auto labeled data. Here is how it works in 3 simple steps: 1. Labeling Manually - Manually generate 100 labeled data. 2. Training Model - Train an auto labeling AI with the 100 pre-labeled data. Review and correct the results to enhance auto labeling performance. 3. Deploy the best AI - Repeat the previous step to generate 1,000, 10,000, or 100,000 auto-labeled data. Transform your auto labeling AI into an object detection AI model to perform object detection as needed.

Labeling AI offers a variety of options to easily label your data, including bounding and polygon tools.

  • AWS SageMaker Ground Truth Landing page
    Landing page //
    2023-04-14

Labeling AI features and specs

  • AI Powered : Yes
  • AI: Yes
  • Images: Yes
  • Video: yes

AWS SageMaker Ground Truth features and specs

No features have been listed yet.

Category Popularity

0-100% (relative to Labeling AI and AWS SageMaker Ground Truth)

Labeling AI

AWS SageMaker Ground Truth

Image Annotation
61 61%
Image Annotation
39% 39
Data Science And Machine Learning
21 21%
Data Science And Machine Learning
79% 79
Data Labeling
50 50%
Data Labeling
50% 50
AI
48 48%
AI
52% 52

User comments

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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.

Labeling AI mentions (0)

We have not tracked any mentions of Labeling AI yet. Tracking of Labeling AI recommendations started around Mar 2021.

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

What are some alternatives?

When comparing Labeling AI and AWS SageMaker Ground Truth, you can also consider the following products

Labelbox - Build computer vision products for the real world

Computer Vision Annotation Tool (CVAT) - Powerful and efficient Computer Vision Annotation Tool (CVAT) - opencv/cvat

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

CrowdFlower - Enterprise crowdsourcing for micro-tasks

Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...

Amazon Mechanical Turk - The online market place for work.

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