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8 best C++ Data Labelling libraries in 2022

by naveen.kumar@openweaver.com Updated: Apr 6, 2022

The C++ language is a popular choice for computer programming. It’s an object-oriented language, but still has low-level memory access like C does. One of the things that makes it so popular is the sheer number of libraries that are available to add functionality to C++ programs. One category of libraries you should look at is data labelling tools. C++ Data Labelling libraries are a great way to accelerate the annotation process for your machine learning project. There are several popular open-source libraries available for developers: ProGraML - Graphbased Program Representation & Models for Deep Learning; video-content-description-VCD - a metadata format designed to enable the description of scene information, particularly efficient for discrete data series, such as image or point-cloud sequences from sensor data; Camera-capture - GUI tool for collecting & labeling data from live camera feed. Full list of the best open source libraries below.

ProGraMLby ChrisCummins

C++ star image 221 Version:0.3.2

License: Others (Non-SPDX)

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations

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ProGraMLby ChrisCummins

C++ star image 221 Version:0.3.2 License: Others (Non-SPDX)

A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations
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scippby scipp

C++ star image 60 Version:22.11.0

License: Permissive (BSD-3-Clause)

Multi-dimensional data arrays with labeled dimensions

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scippby scipp

C++ star image 60 Version:22.11.0 License: Permissive (BSD-3-Clause)

Multi-dimensional data arrays with labeled dimensions
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camera-captureby dusty-nv

C++ star image 26 Version:Current

License: Permissive (MIT)

GUI tool for collecting & labeling data from live camera feed

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camera-captureby dusty-nv

C++ star image 26 Version:Current License: Permissive (MIT)

GUI tool for collecting & labeling data from live camera feed
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video-content-description-VCDby Vicomtech

C++ star image 20 Version:v4.3.1

License: Permissive (MIT)

Video Content Description (VCD) is a schema, API and set of tools to produce semantically rich labels from multi-sensorial data series.

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video-content-description-VCDby Vicomtech

C++ star image 20 Version:v4.3.1 License: Permissive (MIT)

Video Content Description (VCD) is a schema, API and set of tools to produce semantically rich labels from multi-sensorial data series.
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renderdoc_for_game_databy xiaofeng94

C++ star image 7 Version:Current

License: Permissive (MIT)

Access data with labels from GTA5 using renderdoc

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renderdoc_for_game_databy xiaofeng94

C++ star image 7 Version:Current License: Permissive (MIT)

Access data with labels from GTA5 using renderdoc
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labelme_3Dby mrlooi

C++ star image 4 Version:Current

License: Permissive (MIT)

Tool for labelling and editing pointcloud data. Built to work with PCL

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labelme_3Dby mrlooi

C++ star image 4 Version:Current License: Permissive (MIT)

Tool for labelling and editing pointcloud data. Built to work with PCL
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SciQLopby SciQLop

C++ star image 2 Version:0.1.0

License: Strong Copyleft (GPL-3.0)

SciQLOP is an ergonomic and efficient application to browse and label in situ plasma measurements from multi-mission satellite data.

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SciQLopby SciQLop

C++ star image 2 Version:0.1.0 License: Strong Copyleft (GPL-3.0)

SciQLOP is an ergonomic and efficient application to browse and label in situ plasma measurements from multi-mission satellite data.
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OCPby AyushiSinha

C++ star image 2 Version:Current

License: Permissive (MIT)

Part of the Open Connectome Project (NeuroData): This code automatically labels axoplasmic reticula for neuron segmentation merging in neural EM data

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OCPby AyushiSinha

C++ star image 2 Version:Current License: Permissive (MIT)

Part of the Open Connectome Project (NeuroData): This code automatically labels axoplasmic reticula for neuron segmentation merging in neural EM data
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Data Labeling