Amazon SageMaker Data Labeling Alternatives

Amazon SageMaker Data Labeling is described as 'Amazon SageMaker enables you to label raw data, such as images, text files, and videos, and generate labeled synthetic data to create high-quality datasets for training machine learning (ML) models. SageMaker offers two options, Amazon SageMaker Ground Truth Plus and Amazon' and is an app. There are more than 10 alternatives to Amazon SageMaker Data Labeling for a variety of platforms, including Web-based, Self-Hosted, SaaS, Linux and Mac apps. The best Amazon SageMaker Data Labeling alternative is UniversalDataTool, which is both free and Open Source. Other great apps like Amazon SageMaker Data Labeling are Computer Vision Annotation Tool (CVAT), DINOv2, HyperLabel and Supervisely.

  • FreemiumProprietary
  • ...

Amazon SageMaker enables you to label raw data, such as images, text files, and videos, and generate labeled synthetic data...

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Amazon SageMaker Data Labeling alternatives page was last updated Sep 5, 2023
  1. UniversalDataTool icon
     21 likes

    The Universal Data Tool is a User Interface for editing and annotating Images (Computer Vision, Bounding Boxes, Segmentation), Text (Named Entity Recognition, Classification) or general purpose data entry. to view and edit any data defined in the extensible the .udt.

    19 UniversalDataTool alternatives
    UniversalDataTool screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Online

    UniversalDataTool Features

    1.  PDF annotation
    2.  Export to JSON
    3.  Integrated ETL
    UniversalDataTool iconAmazon SageMaker Data Labeling Icon

    UniversalDataTool VS Amazon SageMaker Data Labeling

    Is UniversalDataTool a good alternative to Amazon SageMaker Data Labeling?
     
    • UniversalDataTool is the most popular Web-based, Windows, Mac & Linux alternative to Amazon SageMaker Data Labeling.

    • UniversalDataTool is the most popular Open Source & free alternative to Amazon SageMaker Data Labeling.

    • UniversalDataTool is Free and Open SourceAmazon SageMaker Data Labeling is Freemium and Proprietary
  2. Computer Vision Annotation Tool (CVAT) icon
     2 likes

    Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms.

    20 Computer Vision Annotation Tool (CVAT) alternatives
    Computer Vision Annotation Tool (CVAT) screenshot 1

    License model

    • FreemiumOpen Source

    Platforms

    • Linux
    • Online

    Computer Vision Annotation Tool (CVAT) Features

    1.  Ad-free
    2.  Video annotation
    Computer Vision Annotation Tool (CVAT) iconAmazon SageMaker Data Labeling Icon

    Computer Vision Annotation Tool (CVAT) VS Amazon SageMaker Data Labeling

    Is this a good alternative to Amazon SageMaker Data Labeling?
     
  3. DINOv2 icon
     1 like

    A family of foundation models producing universal features suitable for image-level visual tasks (image classification, instance retrieval, video understanding) as well as pixel-level visual tasks (depth estimation, semantic segmentation).

    20 DINOv2 alternatives
    DINOv2 models demonstrate strong out-of-distribution performance and the produced features are usable without requiring any fine-tuning.

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted
    DINOv2 iconAmazon SageMaker Data Labeling Icon

    DINOv2 VS Amazon SageMaker Data Labeling

    Is DINOv2 a good alternative to Amazon SageMaker Data Labeling?
     
    • DINOv2 is the most popular Self-Hosted alternative to Amazon SageMaker Data Labeling.

    • DINOv2 is Free and Open SourceAmazon SageMaker Data Labeling is Freemium and Proprietary
  4. HyperLabel icon
     2 likes

    A desktop application with a UX built for through-put, HyperLabel is a complete toolset for quality labeling process management and training data creation.

    25 HyperLabel alternatives
    HyperLabel screenshot 1

    License model

    • Free PersonalProprietary

    Platforms

    • Mac
    • Windows

    HyperLabel Features

    1.  Image Annotations
    2.  Video annotation
    HyperLabel iconAmazon SageMaker Data Labeling Icon

    HyperLabel VS Amazon SageMaker Data Labeling

    Is HyperLabel a good alternative to Amazon SageMaker Data Labeling?
     
  5. Supervisely icon
     1 like

    Supervisely helps people with and without machine learning expertise to create state-of-the-art computer vision applications. We care about entire workflow from raw data to building and deploying neural networks for your special task without coding.

    25 Supervisely alternatives
    Supervisely screenshot 1

    License model

    • FreemiumProprietary

    Platforms

    • Online
    Supervisely iconAmazon SageMaker Data Labeling Icon

    Supervisely VS Amazon SageMaker Data Labeling

    Is Supervisely a good alternative to Amazon SageMaker Data Labeling?
     
  6. Label Box icon
     3 likes

    A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

    26 Label Box alternatives
    Label Box screenshot 1

    License model

    Platforms

    • Online
    Label Box iconAmazon SageMaker Data Labeling Icon

    Label Box VS Amazon SageMaker Data Labeling

    Is Label Box a good alternative to Amazon SageMaker Data Labeling?
     
    • Label Box is the most popular commercial alternative to Amazon SageMaker Data Labeling.

    • Label Box is Paid and ProprietaryAmazon SageMaker Data Labeling is Freemium and Proprietary
  7. Segments.ai icon
     1 like

    The platform for computer vision experts to iterate more quickly between data labeling, model training and failure case discovery.

    26 Segments.ai alternatives
    Segments.ai screenshot 1

    License model

    Platforms

    • Online
    • Software as a Service (SaaS)
    Segments.ai iconAmazon SageMaker Data Labeling Icon

    Segments.ai VS Amazon SageMaker Data Labeling

    Is Segments.ai a good alternative to Amazon SageMaker Data Labeling?
     
    • Segments.ai is the most popular SaaS alternative to Amazon SageMaker Data Labeling.

    • Segments.ai is Paid and ProprietaryAmazon SageMaker Data Labeling is Freemium and Proprietary
  8. VGG Image Annotator (VIA) icon
     Like this app

    VGG Image Annotator is a simple and standalone manual annotation software for image, audio and video. VIA runs in a web browser and does not require any installation or setup.

    17 VGG Image Annotator (VIA) alternatives
    VGG Image Annotator (VIA) screenshot 1

    License model

    • FreeOpen Source

    Platforms

    • Self-Hosted

    VGG Image Annotator (VIA) Features

    1.  Image Annotations
    2.  Video annotation
    VGG Image Annotator (VIA) iconAmazon SageMaker Data Labeling Icon

    VGG Image Annotator (VIA) VS Amazon SageMaker Data Labeling

    Is this a good alternative to Amazon SageMaker Data Labeling?
     
  9. Heartex icon
     1 like

    Data labeling tool for various data types with a customizable interface, annotation team management, and automatic labeling through active learning.

    11 Heartex alternatives
    Heartex screenshot 1

    License model

    Platforms

    • Self-Hosted
    • Software as a Service (SaaS)

    Heartex Features

    1.  Document Annotations
    2.  Natural Language Processing
    3.  Data science
    4.  Video annotation
    5.  Text annotation
    Heartex iconAmazon SageMaker Data Labeling Icon

    Heartex VS Amazon SageMaker Data Labeling

    Is Heartex a good alternative to Amazon SageMaker Data Labeling?
     
  10. OnePanel icon
     Like this app

    Flexible Deep Learning Workflows on GPUs.

    12 OnePanel alternatives
    OnePanel screenshot 1

    License model

    Platforms

    • Online

    OnePanel Features

    1.  Video annotation
    OnePanel iconAmazon SageMaker Data Labeling Icon

    OnePanel VS Amazon SageMaker Data Labeling

    Is OnePanel a good alternative to Amazon SageMaker Data Labeling?
     
  11. KopiKat icon
     Like this app

    No-code tool for generative image data augmentation helping to improve the accuracy of an AI model without changing the network architecture.

    12 KopiKat alternatives
    Example of output images in different conditions and with saved annotations

    License model

    Platforms

    • Online
    • Software as a Service (SaaS)

    KopiKat Features

    1.  No Coding Required
    2.  API Integration
    3.  Image Annotations
    KopiKat iconAmazon SageMaker Data Labeling Icon

    KopiKat VS Amazon SageMaker Data Labeling

    Is KopiKat a good alternative to Amazon SageMaker Data Labeling?
     
  12. Remo.ai icon
     Like this app

    The smart way to manage your Computer Vision datasets. You have thousands of images and 10 times as many annotations.

    14 Remo.ai alternatives

    License model

    • FreeProprietary

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Self-Hosted

    Remo.ai Features

    1.  Image Annotations
    Remo.ai iconAmazon SageMaker Data Labeling Icon

    Remo.ai VS Amazon SageMaker Data Labeling

    Is Remo.ai a good alternative to Amazon SageMaker Data Labeling?
     
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