Amazon SageMaker Ground Truth Alternatives

Explore alternatives to Amazon SageMaker Ground Truth for image labeling.

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LabelMe

LabelMe is an open source annotation tool originally developed by MIT's CSAIL lab.

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VGG Image Annotator (VIA)

VGG Image Annotator (VIA) is a standalone application for manual image, audio, and video annotation.

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Scale AI Computer Vision

Scale AI offers a suite of annotation tools for use in computer vision projects.

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Label Studio

Label Studio is an open source image annotation tool with support for detection, segmentation, and more.

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CVAT

CVAT is an open source computer vision labeling tool that also offers a managed annotation solution.

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LabelImg

LabelImg is an open source, desktop-based computer vision annotation tool.

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Roboflow Annotate

Roboflow Annotate allows you to label data for object detection, segmentation, classification, and keypoint. Roboflow Annotate is equipped with AI-assisted tools to help you label data.

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Labelbox

With LabelBox, you can annotate data for detection and segmentation in a web-based interface.

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Visual Question Answering

Image Similarity

Image Captioning

Zero-shot Detection

Real-Time Vision

Image Embedding

LLMS with Vision Capabilities

Multimodal Vision

Foundation Vision