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9 best Java Data Labelling libraries in 2022

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

Data labeling is the task of giving a meaningful label to your data sample. It's usually done by humans to assign tags to text, images, and videos. Once labeled, the data can be used for training supervised machine learning algorithms such as classification and object detection. Here are nine open source tools with Java interfaces to do the job. A data labeler is an interface provided by a machine learning library to label data. A data labeler shows you a data point and allows you to specify a label for that data point. If you are building a classification model, you can use a data labeler to specify the class of each data point. The labeled data points are then used as training examples in a classifier algorithm. In this kit, we will look at 9 of the best Java Data Labeling libraries.

chart-fxby GSI-CS-CO

Java star image 329 Version:11.2.6

License: Weak Copyleft (LGPL-3.0)

A scientific charting library focused on performance optimised real-time data visualisation at 25 Hz update rates for data sets with a few 10 thousand up to 5 million data points.

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chart-fxby GSI-CS-CO

Java star image 329 Version:11.2.6 License: Weak Copyleft (LGPL-3.0)

A scientific charting library focused on performance optimised real-time data visualisation at 25 Hz update rates for data sets with a few 10 thousand up to 5 million data points.
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EmailIntentDataSetby ParakweetLabs

Java star image 89 Version:Current

License: Permissive (Apache-2.0)

Some labeled training and test data for email intent machine learning (based on sentence-level speech acts)

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EmailIntentDataSetby ParakweetLabs

Java star image 89 Version:Current License: Permissive (Apache-2.0)

Some labeled training and test data for email intent machine learning (based on sentence-level speech acts)
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android-nfcby jopenbox

Java star image 26 Version:Current

License: Permissive (MIT)

Android NFC project, NFC label, includes the reading and writing of NDEF text data, Uri data, as well as the detailed use of non-NDEF data.

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android-nfcby jopenbox

Java star image 26 Version:Current License: Permissive (MIT)

Android NFC project, NFC label, includes the reading and writing of NDEF text data, Uri data, as well as the detailed use of non-NDEF data.
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ExtraSensoryAndroidby cal-ucsd

Java star image 13 Version:Current

License: Permissive (MIT)

Mobile Android app for data collection in the wild: sensor measurements and self-reported labels describing the user's behavioral context.

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ExtraSensoryAndroidby cal-ucsd

Java star image 13 Version:Current License: Permissive (MIT)

Mobile Android app for data collection in the wild: sensor measurements and self-reported labels describing the user's behavioral context.
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transformby NASA-PDS

Java star image 9 Version:1.11.5

License: Permissive (Apache-2.0)

Transforms PDS3 and PDS4 product labels and data into various formats.

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transformby NASA-PDS

Java star image 9 Version:1.11.5 License: Permissive (Apache-2.0)

Transforms PDS3 and PDS4 product labels and data into various formats.
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validateby NASA-PDS

Java star image 12 Version:3.0.3

License: Others (Non-SPDX)

Validates PDS4 product labels, data and PDS3 Volumes

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validateby NASA-PDS

Java star image 12 Version:3.0.3 License: Others (Non-SPDX)

Validates PDS4 product labels, data and PDS3 Volumes
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DataCollectorby StarlangSoftware

Java star image 4 Version:Current

License: Strong Copyleft (GPL-3.0)

User Interfaces for Nlp Data Labeling Tasks

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DataCollectorby StarlangSoftware

Java star image 4 Version:Current License: Strong Copyleft (GPL-3.0)

User Interfaces for Nlp Data Labeling Tasks
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FLIR-camera-image-viewer-and-labelingby lukasbrchl

Java star image 3 Version:Current

License: Permissive (MIT)

A helper application to view and label the raw temperature data from FLIR A65 camera

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FLIR-camera-image-viewer-and-labelingby lukasbrchl

Java star image 3 Version:Current License: Permissive (MIT)

A helper application to view and label the raw temperature data from FLIR A65 camera
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mekaby lapatate2000

Java star image 0 Version:Current

License: Strong Copyleft (GNU GPLv3)

Multi-label classifiers and evaluation procedures using the Weka machine learning framework.

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mekaby lapatate2000

Java star image 0 Version:Current License: Strong Copyleft (GNU GPLv3)

Multi-label classifiers and evaluation procedures using the Weka machine learning framework.
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See similar Kits and Libraries

Artificial Intelligence
Data Labeling