Software Alternatives & Reviews

AWS SageMaker Ground Truth VS Roboflow Annotate

Compare AWS SageMaker Ground Truth VS Roboflow Annotate and see what are their differences

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%.

Roboflow Annotate logo Roboflow Annotate

Annotate images with ease. Export to any format.
  • AWS SageMaker Ground Truth Landing page
    Landing page //
    2023-04-14
  • Roboflow Annotate Landing page
    Landing page //
    2023-08-25

Category Popularity

0-100% (relative to AWS SageMaker Ground Truth and Roboflow Annotate)
Data Science And Machine Learning
SaaS
0 0%
100% 100
Data Labeling
100 100%
0% 0
Developer Tools
0 0%
100% 100

User comments

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Social recommendations and mentions

Roboflow Annotate might be a bit more popular than AWS SageMaker Ground Truth. We know about 3 links to it since March 2021 and only 3 links to AWS SageMaker Ground Truth. 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

Roboflow Annotate mentions (3)

  • How to implement instance segmentation using YOLOv8 neural network
    To make this process easier, there are a lot of programs exist to visually annotate images for machine learning. You can ask a search engine something like "software to annotate images for machine learning" to get a list of them. There are also many online tools that can do all this work. One of the great online tools for this is the Roboflow Annotate. Using this service, you just need to upload your images, draw... - Source: dev.to / 10 months ago
  • SAAS for object detection?
    I haven't used their product but looking at their website it looks like they are focused on dataset management and the pipeline around that part of the process (uploading data, understanding the data, labeling data, data curation, model assisted labeling) which is what Roboflow does with https://roboflow.com/annotate. Source: over 1 year ago
  • AI-assisted annotation tool for labels in YOLO format?
    We’re happy to sponsor personal and academic projects at Roboflow. Just reach out and we’ll hook you up: https://roboflow.com/annotate. Source: almost 3 years ago

What are some alternatives?

When comparing AWS SageMaker Ground Truth and Roboflow Annotate, you can also consider the following products

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

Picsell.ia - Annotate datasets smarter, 10x faster & cheaper.

Labelbox - Build computer vision products for the real world

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

Annotate Screen - Browser based annotation tool.

Qubole - Qubole delivers a self-service platform for big aata analytics built on Amazon, Microsoft and Google Clouds.