AWS SageMaker Ground Truth Alternatives

    AWS SageMaker Ground Truth is described as 'Amazon SageMaker Ground Truth helps us build highly accurate training datasets for machine learning quickly. It offers easy access to public and private human labelers and provides them with built-in workflows and interfaces for common labeling tasks'. There are more than 10 alternatives to AWS SageMaker Ground Truth for a variety of platforms, including Online / Web-based, SaaS, Self-Hosted solutions, Mac and Windows. The best alternative is UniversalDataTool, which is both free and Open Source. Other great apps like AWS SageMaker Ground Truth are Computer Vision Annotation Tool (CVAT) (Free, Open Source), Supervisely (Freemium), Label Box (Paid) and HyperLabel (Free Personal).

    This page was last updated Feb 27, 2021

    1. 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.
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    2. CVAT is completely re-designed and re-implemented version of Video Annotation Tool from Irvine, California tool. It is free, online, interactive video and image annotation tool for computer vision.
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    3. 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.
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      • Online
      A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.
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    4. A desktop application with a UX built for through-put, HyperLabel is a complete toolset for quality labeling process management and training data creation.
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      • Online
      • Software as a Service (SaaS)
      The platform for computer vision experts to iterate more quickly between data labeling, model training and failure case discovery.
    5. Data labeling tool for various data types with a customizable interface, annotation team management, and automatic labeling through active learning.
    6. 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.
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    7. Flexible Deep Learning Workflows on GPUs.
      • Software as a Service (SaaS)
      A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, A/B evaluation and more.
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    Showing 10 of 11 alternatives