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AWS SageMaker Ground Truth VS TensorFlow Lite

Compare AWS SageMaker Ground Truth VS TensorFlow Lite 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%.

TensorFlow Lite logo TensorFlow Lite

Low-latency inference of on-device ML models
  • AWS SageMaker Ground Truth Landing page
    Landing page //
    2023-04-14
  • TensorFlow Lite Landing page
    Landing page //
    2022-08-06

AWS SageMaker Ground Truth videos

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TensorFlow Lite videos

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Inside TensorFlow: TensorFlow Lite

More videos:

  • Review - TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

Category Popularity

0-100% (relative to AWS SageMaker Ground Truth and TensorFlow Lite)

AWS SageMaker Ground Truth

TensorFlow Lite

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
AI
56 56%
AI
44% 44
Developer Tools
0 0%
Developer Tools
100% 100
Data Labeling
100 100%
Data Labeling
0% 0

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

TensorFlow Lite mentions (0)

We have not tracked any mentions of TensorFlow Lite yet. Tracking of TensorFlow Lite recommendations started around Mar 2021.

What are some alternatives?

When comparing AWS SageMaker Ground Truth and TensorFlow Lite, you can also consider the following products

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

Roboflow Universe - You no longer need to collect and label images or train a ML model to add computer vision to your project.

Labelbox - Build computer vision products for the real world

Apple Core ML - Integrate a broad variety of ML model types into your app

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

Clever Grid - Easy to use and fairly priced GPUs for Machine Learning

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