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AWS SageMaker Ground Truth VS Monitor ML

Compare AWS SageMaker Ground Truth VS Monitor ML and see what are their differences

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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%.

Monitor ML logo Monitor ML

Real-time production monitoring of ML models, made simple.
  • AWS SageMaker Ground Truth Landing page
    Landing page //
    2023-04-14
  • Monitor ML Landing page
    Landing page //
    2021-10-12

Category Popularity

0-100% (relative to AWS SageMaker Ground Truth and Monitor ML)

AWS SageMaker Ground Truth

Monitor ML

Data Science And Machine Learning
77 77%
Data Science And Machine Learning
23% 23
Developer Tools
0 0%
Developer Tools
100% 100
Data Labeling
100 100%
Data Labeling
0% 0
AI
52 52%
AI
48% 48

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.

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

Monitor ML mentions (0)

We have not tracked any mentions of Monitor ML yet. Tracking of Monitor ML recommendations started around Mar 2021.

What are some alternatives?

When comparing AWS SageMaker Ground Truth and Monitor ML, you can also consider the following products

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

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Labelbox - Build computer vision products for the real world

Qualdo™ - Monitor mission-critical data quality & ML issues and drifts

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

TensorFlow Lite - Low-latency inference of on-device ML models

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