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Process supporting machine learning
Data annotation is the process of labeling or tagging relevant metadata within a dataset to enable machines to interpret the data accurately. The dataset
Data_annotation
Item of metadata attached to a document
Annotations are sometimes presented in the margin of book pages. For annotations of different digital media, see web annotation and text annotation.
Annotation
Free and open source, web-based image and video annotation tool
Computer Vision Annotation Tool (CVAT) is an open source, web-based image and video annotation tool used for labeling data for computer vision algorithms
Computer Vision Annotation Tool
Computer_Vision_Annotation_Tool
American data annotation company
Labs Inc., doing business as Surge AI, is an American multinational data annotation company based in San Francisco, California. Surge focuses on reinforcement
Surge_AI
American data annotation company
company based in San Francisco, California. Originally focused on data annotation, the company also offers RLHF services, large language model (LLM)
Scale_AI
Vision Annotation Tool: A Universal Approach to Data Annotation". software.intel.com. 2019-03-01. Retrieved 2019-03-09. "Computer Vision Annotation Tool
List of manual image annotation tools
List_of_manual_image_annotation_tools
File format for encoding linked data
JSON and linked data representation for provenance" (PDF). In Mattoso, Marta; Glavic, Boris (eds.). Provenance and annotation of data and processes: 6th
JSON-LD
American artificial intelligence subsidiary of SpaceX
contract for AI in the military. On September 12, xAI laid off 500 data annotation workers. The division, previously the company's largest, had worked
XAI_(company)
Annotations on web-based resources
(February 24, 2017). "Annotation Is Now a Web Standard". Hypothes.is. "Web Annotation Data Model". "Web Annotation Vocabulary". "Web Annotation Protocol". "Embedding
Web_annotation
Canadian business process outsourcing and technology corporation
of WillowTree. Its artificial intelligence and data services include data annotation, AI training data development, and analytics supporting machine learning
Telus_Digital
Group of samples that have been tagged with one or more labels
performance in a real-world scenario. Data annotation Humans in the Loop (film) "What is Data Labeling? - Data Labeling Explained - AWS". Amazon Web Services
Labeled_data
also depends on low-wage "ghost workers" in developing nations for data annotation and content moderation, prompting calls for mandatory human rights
Artificial intelligence industry in the United Kingdom
Artificial_intelligence_industry_in_the_United_Kingdom
American software company
the deal. "Appen acquires Figure Eight for up to $300M, bringing two data annotation companies together". TechCrunch. March 10, 2019. Retrieved March 16
Salesforce
Unicode block containing some special codepoints and two non-characters
these code points: U+FFF9 INTERLINEAR ANNOTATION ANCHOR, marks start of annotated text U+FFFA INTERLINEAR ANNOTATION SEPARATOR, marks start of annotating
Specials_(Unicode_block)
File format used to present documents
as annotations and form-fields, layers, rich media (including video content), three-dimensional objects using U3D or PRC, and various other data formats
SaaS platform owned by Nebius Group
Toloka is a Dutch multinational data services company based in Amsterdam, Netherlands. It delivers human-in-the-loop annotation and evaluation work that supports
Toloka
Syntactic metadata for Java source code
In the Java computer programming language, an annotation is a form of syntactic metadata that can be added to Java source code, like an attribute. Classes
Java_annotation
Form of neocolonialism based on exploitation of data production
AI sector has increased global demand for data annotation and content moderation. Companies outsource data-labeling tasks—such as tagging images, transcribing
Data_colonialism
Format for expressing RDF statements in HTML documents
organization annotations) dominance, and some cloning of annotations along the same domain, the counting of webpages (URLs) and domains with annotations is an
RDFa
2024 Hindi-Kurukh film
technology. It highlights the contributions of women in the field of data annotation and algorithmic development while questioning the growing intersection
Humans_in_the_Loop_(film)
Description of the structure and function of a genome
In molecular biology and genetics, DNA annotation or genome annotation is the process of describing the structure and function of the components of a
DNA_annotation
Ontology for descriptive linguistics
tools, or to facilitate cross-linguistic evaluation, querying or annotation of language data. At a theoretical level, the existence of universal categories
Linguistic_categories
Social enterprise
digitization, EAD conversion, and OCR assessment. AI data services include data annotation, data collection, model evaluation, and support for low-resource
Digital_Divide_Data
American computer scientist
development initiatives in several areas, including Web-scale image annotation (2008), data-centric scalable machine learning (2005-2012), recommendation systems
Edward_Y._Chang
Modeling language for describing general text and binary data
model the physical representation of the data stream, DFDL augments the XML schema fragment with annotations on the xs:element and xs:sequence objects
Data Format Description Language
Data_Format_Description_Language
Creation of knowledge from structured and unstructured sources
semantic annotation as described below) discourse parsing (relations between different sentences, rarely used in real-world applications) In NLP, such data is
Knowledge_extraction
American entrepreneur (born 1981)
2019). "Appen acquires Figure Eight for up to $300M, bringing two data annotation companies together". TechCrunch. Retrieved December 23, 2024. "Weights
Lukas_Biewald
JData Specification
JData is a light-weight data annotation and exchange open-standard designed to represent general-purpose and scientific data structures using human-readable
JData
American company
secured cloud annotation platform to manage the annotation lifecycle. This includes image upload, annotation, data sampling and QA, data delivery, and
Sama_(company)
platforms, software systems, and data infrastructures. It includes a wide range of activities such as data annotation, content moderation, clickwork, platform-mediated
Digital_labor
Chinese regulation introduced in 2023
(大模型备案). This involves submitting a security self-assessment report, data annotation rules, a keyword blocking list, and evaluation test question sets.
Interim Measures for the Management of Generative AI Services
Interim_Measures_for_the_Management_of_Generative_AI_Services
Genome research project
The annotation data is referred on reference chromosomes and stored in separated files which include: Gene annotation, PolyA features annotated
GENCODE
US Air Force observation aircraft
high-altitude photography at approximately 35,000 feet (11,000 m). The data annotation and recording system (DARMS) processes navigational, altitude, time
Boeing_OC-135B_Open_Skies
Sequence database of DNA barcoding
improvements supporting data collection and analysis but also included novel functionality improving data dissemination, citation, and annotation. Before November
Barcode_of_Life_Data_System
Multilingual business process outsourcing and data annotation firm
multilingual customer support, digital data processing, content moderation, and human-in-the-loop data annotation for artificial intelligence systems. Founded
Oworkers
Combining data from multiple sources
et al. (2009). "Combining Multi-Source Information through Functional Annotation based Weighting: Gene Function Prediction in Yeast" (PDF). IEEE Transactions
Data_integration
Bioinformatics software
genome and region-based annotation is extremely useful in identifying variants in those regions. This approach can be used on WGS data. This approach identifies
ANNOVAR
Data about other data
the data. The user may have background knowledge as to why this trend occurs. Some business intelligence tools enable the user to create an annotation within
Metadata
Method or disciplinary lens for treating linked data
linguistic data structures that can be used to complement NIF, CoNLL-RDF or Web Annotation for linguistic data categories Ontologies of Linguistic Annotation (OLiA)
Linguistic_Linked_Open_Data
Concept in functional programming
constraints. Type inference in the absence of any programmer supplied type annotation, is undecidable and functions defined over GADTs do not admit principal
Generalized algebraic data type
Generalized_algebraic_data_type
Database of protein sequences and functional information
consortium member is heavily involved in protein database maintenance and annotation. Until recently, EBI and SIB together produced the Swiss-Prot and TrEMBL
UniProt
Chemical data page
pH-dependent speciation of CO2. Table data obtained from CRC Handbook of Chemistry and Physics 44th ed. Annotation "(s)" indicates equilibrium temperature
Carbon_dioxide_(data_page)
Software project for the analysis of genomic data
genomic data. Facilitate the inclusion of biological metadata in the analysis of genomic data, e.g. literature data from PubMed, annotation data from LocusLink/Entrez
Bioconductor
Database of protein disorder
levels of annotation: manually curated, indirect and predicted. By combining different data sources of protein disorder into a consensus annotation, MobiDB
MobiDB
Bioinformatics methods for pharmacogene annotation
Pharmacogenomics annotation refers to the use of genomic data as input to generate clinical recommendations tailored to the individual genotype. Examples
Pharmacogenomics_annotation
(Minimum Information Required In The Annotation of Models) is a community-level effort to standardize the annotation and curation processes of quantitative
Minimum information required in the annotation of models
Minimum_information_required_in_the_annotation_of_models
San Francisco-based venture capital firm
partnership with Siemens. It also has a partnership with Hadrian. Scale AI: data annotation startup, which allies closely with Palantir and Anduril as a new industrial
Founders_Fund
Company Based in Description Appen Australia A data-annotation and artificial-intelligence training-data platform using online crowdwork Fiverr Israel
List_of_gig_economy_companies
Bioinformatics initiative
products, and assimilate and disseminate annotation data; and 3) provide tools for easy access to all aspects of the data provided by the project, and to enable
Gene_Ontology
Chemical data page
Table data obtained from CRC Handbook of Chemistry and Physics 44th ed. Annotation "(s)" indicates equilibrium temperature of vapor over solid. Otherwise
Methane_(data_page)
Image dataset
Intelligence Laboratory (CSAIL) that provides a dataset of digital images with annotations. The dataset is dynamic, free to use, and open to public contribution
LabelMe
Extension of the Web to facilitate data exchange
reason about animals, people, places, ideas, etc. There are four semantic annotation formats that can be used in HTML documents; Microformat, RDFa, Microdata
Semantic_Web
Adding a note or gloss to a text
Text annotation is the practice and the result of adding a note or gloss to a text, which may include highlights or underlining, comments, footnotes, tags
Text_annotation
Structural and economic analysis of modern coercive labour in Africa
has contributed to the growth of platform-based labour, including data annotation and content moderation used in artificial intelligence systems. In
Slavery in contemporary Africa
Slavery_in_contemporary_Africa
Application framework for Java platform
Markup Language) files or detecting specific Java annotations on configuration classes. These data sources contain the bean definitions that provide the
Spring_Framework
Field dedicated to organizing and structuring biomedical data
data intended for publication, extracting and organizing data from original scientific literature, and describing the data with standard annotation protocols
Biocuration
Information retrieval involving digital images
the images so that retrieval can be performed over the annotation words. Manual image annotation is time-consuming, laborious and expensive; to address
Image_retrieval
Online tools for metabolomic data analysis
metabolomic data. These methods include metabolomic data processing, normalization, multivariate statistical analysis, and data annotation. The current[vague]
MetaboAnalyst
Organization of collected data
Data curation is the organization and integration of data collected from various sources. This process involves annotation, publication and presentation
Data_curation
2024 book
developed the concept for the book while doing fieldwork studying data annotation in developing countries in East Africa. The book examines the human
Feeding_the_Machine_(book)
the biggest repositories for metagenomic data. The name is an abbreviation of Metagenomic Rapid Annotations using Subsystems Technology. The pipeline
MG-RAST
Chemical data page
b = 8.8017. Data obtained from Lange's Handbook of Chemistry, 10th ed. and CRC Handbook of Chemistry and Physics 44th ed. The annotation, d a°C/b°C, indicates
Methanol_(data_page)
Method of extracting data from websites
metadata or semantic markups and annotations, which can be used to locate specific data snippets. If the annotations are embedded in the pages, as Microformat
Web_scraping
Digital collections of natural language data
doing linguistic research, they are often subjected to a process known as annotation. An example of annotating a corpus is part-of-speech tagging, or POS-tagging
Text_corpus
Prerogative writs in the legal system
(1847) (amending Constitution of 1824).] [Rule on the Right of Amparo: Annotation, p. 45. See Article 107 of the Constitution of Mexico; Article 28(15)
Amparo and habeas data in the Philippines
Amparo_and_habeas_data_in_the_Philippines
SUPERFAMILY is a database and search platform of structural and functional annotation for all proteins and genomes. It classifies amino acid sequences into
Superfamily_database
Algorithmic processing of digitally-represented images
with multiple objects and occlusions, poses a significant challenge. Data annotation and labelling: Labelling diverse and multiple images for machine recognition
Digital_image_processing
Analytical process
Prior to coding, an annotation scheme is defined. It consists of codes or tags. During coding, coders manually add codes into data where required features
Coding_(social_sciences)
attaching one or more annotations (i.e. a list of symbols) to any value. Such annotations may be used as metadata for otherwise opaque data (such as a blob)
Ion_(serialization_format)
Method of qualitative data analysis
segmenting data into meaningful expressions and describing that data with a single word or short sequence of words. Relevant annotations and concepts
Open_coding
File format for protein data
mmCIF format. The PDB format accordingly provides for description and annotation of protein and nucleic acid structures including atomic coordinates, secondary
Protein Data Bank (file format)
Protein_Data_Bank_(file_format)
Grouping a set of objects by similarity
automated segmentation of these regions reduces the burden of manual annotation. Climate Clustering is used to find weather regimes and atmospheric patterns
Cluster_analysis
Testing framework for Java
functionalities. TestNG's main features include: Annotation support. Support for data-driven/parameterized testing (with @DataProvider and/or XML configuration). Support
TestNG
File format used for genomes
(Browser Extensible Data) format is a text file format used to store genomic regions as coordinates and associated annotations. The data are presented in
BED_(file_format)
Non-hierarchical interaction of overlapping document markup entities
the Linguistic Annotation Framework (LAF), used, e.g., for the American National Corpus PAULA-XML, standoff-XML serialization of the data model underlying
Overlapping_markup
Process which assigns captioning to a digital image
Automatic image annotation (also known as automatic image tagging or linguistic indexing) is the process by which a computer system automatically assigns
Automatic_image_annotation
definition to allow for the elimination of 2D drawings for data set utilization. The PMI annotation is created on the 3D CAD model, associated to edges and
Product and manufacturing information
Product_and_manufacturing_information
Algorithmically generated data that have a similar distribution as sampled data
fraction of the cost of human annotation. At the same time, transfer learning remains a nontrivial problem, and synthetic data has not become ubiquitous yet
Synthetic_data
Origins and events of data
Data lineage refers to the process of tracking how data is generated, transformed, transmitted and used across systems over time. It documents data's
Data_lineage
Evaluation of bioinformatic predictors of protein function
curated experimental data becomes available. This approach enables objective evaluation of methods without bias from known annotations. The goal is to assign
Critical Assessment of Function Annotation
Critical_Assessment_of_Function_Annotation
Branch of linguistics that studies language through examples contained in real texts
from data to theory. Wallis and Nelson (2001) first introduced what they called the 3A perspective: Annotation, Abstraction and Analysis. Annotation consists
Corpus_linguistics
Text corpus of American English
annotations, among others. Like the OANC, MASC is freely available for any use, and can be downloaded from the ANC site or from the Linguistic Data Consortium
American_National_Corpus
Data missing or collected but not analysed
adequate data management. Without this, the data become dark, and further reasons for this are e.g. missing metadata annotation, missing data management
Dark_data
Open-source reference management software
footnotes, and bibliographies, integrated PDF, ePUB and HTML readers with annotation capabilities, and a note editor, as well as integration with the word
Zotero
Computer format for recording chess games
in parentheses. They may also comment on the game by inserting Numeric Annotation Glyphs (NAGs) into the movetext. Each NAG reflects a subjective impression
Portable_Game_Notation
polymorphism annotation (SNP annotation) is the process of predicting the effect or function of an individual SNP using SNP annotation tools. In SNP annotation the
SNP_annotation
Citizen science platform
(such as SETI@home) which used spare computer processing power to analyse data, known as volunteer computing, Zooniverse projects require the active participation
Zooniverse
Computational analysis of large, complex sets of biological data
of data at a dramatically reduced per-base cost but with the same accuracy (base call error) and fidelity (assembly error). While genome annotation is
Bioinformatics
Study of mapping wiring diagrams
platforms facilitate these tasks. CATMAID (Collaborative Annotation Toolkit for Massive Amounts of Image Data) is a decentralized web interface allowing seamless
Connectomics
Finnish-Austrian artist duo
personal" data from discarded hard drives, they explored "the relationship between data and identity". The work Suspicious Behavior: A data annotation tutorial
KairUs
Data integration approach
(2016). "Ontology-based prediction and prioritization of gene functional annotations". IEEE/ACM Transactions on Computational Biology and Bioinformatics.
Ontology-based data integration
Ontology-based_data_integration
Medical imaging software
accuracy in the annotation process. Continuous learning: as users provide additional annotated images, MONAI Label utilizes this data to improve its performance
Medical_open_network_for_AI
Genome browser hosted by the University of California, Santa Cruz
sequence data from a variety of vertebrate and invertebrate species and major model organisms, integrated with a large collection of aligned annotations. The
UCSC_Genome_Browser
Architectural pattern in computer software development
run time injection of methods. In Java, pre-compiler tricks based on annotations are needed to support DCI. Haxe uses its compile-time macro feature to
Data,_context_and_interaction
Data-interchange format
of primary types, annotations, comments, and allowing trailing commas). For faster processing at the cost of human-readability, data interchange formats
JSON
Information without a formal data model
annotation may permit. Several of these approaches are based upon the concept of online analytical processing, or OLAP, and may be supported by data models
Unstructured_data
Microsoft open source image annotation tool
Object Tagging Tool) was a free and open source Electron app for image annotation and labeling developed by Microsoft. The software is written in the TypeScript
VoTT
Open-source software
neuron reconstruction. Sparse annotations, generated with the skeleton annotation tools, can serve as evaluation data for assessing the performance of
Webknossos
Anime-focused imageboard website
search for deleted posts of a certain tag. Due to its scale and detailed annotations, Danbooru has been widely used as a source for datasets in computer vision
Danbooru
certificates TLS 1.1/1.2 support for ClickOnce Support for localization of data annotations in ASP.NET Enabling .NET desktop apps with Project Centennial Soft
.NET Framework version history
.NET_Framework_version_history
DATA ANNOTATION
DATA ANNOTATION
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Girl/Female
Hindu
A creeper
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Male
Turkish
Turkish name ATA means "ancestor."
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
DATA ANNOTATION
DATA ANNOTATION
Boy/Male
Tamil
Sudipto | ஸà¯à®¤à¯€à®ªà®¤à¯‹
Always bright
Girl/Female
Assamese, Bengali, Celebrity, Gujarati, Hindu, Indian, Kannada, Rajasthani, Tamil, Traditional
Beautiful Fragrance; Sweet Smell
Boy/Male
Tamil
Summary
Boy/Male
American, Australian, British, English, German
Famous Ruler; Variant of Roderick Famous Ruler
Girl/Female
Muslim
In flower, Bright as the dawn
Boy/Male
Hindu, Indian
Seeker of Truth
Girl/Female
Hindu
Love, Pure
Surname or Lastname
English
English : patronymic from Hind.
Male
French
French name derived from Latin amabilis, AMABLE means "lovable."
Girl/Female
English French American
Rules with elf-wisdom.
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
a.
Erroneous in date; containing an anachronism.
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
a.
Being out of date; antiquated.
pl.
of Datum
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
imp. & p. p.
of Date
n.
Assigned end; conclusion.
a.
Without date; having no fixed time.
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
v. t.
To date erroneously.
n.
Death; decease; the date of one's death.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
n.
Prior date; a date antecedent to another which is the actual date.
n. pl.
See Datum.
n.
Given or assigned length of life; dyration.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
n.
The fruit of the date palm; also, the date palm itself.
p. pr. & vb. n.
of Date