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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
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)
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
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
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
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)
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
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
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
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
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
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)
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
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
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
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
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
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
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
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 company
secured cloud annotation platform to manage the annotation lifecycle. This includes image upload, annotation, data sampling and QA, data delivery, and
Sama_(company)
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
platforms, software systems, and data infrastructures. It includes a wide range of activities such as data annotation, content moderation, clickwork, platform-mediated
Digital_labor
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
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
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
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
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
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
(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
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
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
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)
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
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
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
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
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
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
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)
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
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)
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
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
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
the biggest repositories for metagenomic data. The name is an abbreviation of Metagenomic Rapid Annotations using Subsystems Technology. The pipeline
MG-RAST
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
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)
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)
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
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
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
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
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
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
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
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
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
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
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
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
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)
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)
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
Open-source software
neuron reconstruction. Sparse annotations, generated with the skeleton annotation tools, can serve as evaluation data for assessing the performance of
Webknossos
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
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
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
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
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
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
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
American pathologist (died 2021)
development and implementation (dbEST, XREFdb, ArrayDB), data mining, data analysis and data annotation. One database effort in particular, the database of
Mark_Boguski
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
Data structure for storing strings
ArrayDeque; import java.util.Deque; import java.util.Iterator; import jakarta.annotation.NonNull; class RopeLike { private RopeLike left; private RopeLike right;
Rope_(data_structure)
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
Proprietary database management system
database commonly used for running online transaction processing (OLTP), data warehousing (DW) and mixed (OLTP & DW) database workloads. Oracle AI Database
Oracle_Database
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
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
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
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
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
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
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
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
Text corpus with tree annotations
that can take teams of graduate linguists several years. The level of annotation detail and the breadth of the linguistic sample determine the difficulty
Treebank
Interdisciplinary field of study
book}}: |journal= ignored (help) Borne, Kirk. "Collaborative Annotation for Scientific Data Discovery and Reuse". Bulletin of the ASIS&T. American Society
Astroinformatics
London-based software company
teams 'automate' training data workflows". TechCrunch. Bhattacharyya, Jayita (Nov 30, 2020). "V7 Darwin Automated Image Annotation". Analytics India Mag.
V7_(company)
DATA ANNOTATION
DATA ANNOTATION
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
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
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Male
Turkish
Turkish name ATA means "ancestor."
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
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
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
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.
Girl/Female
Hindu
A creeper
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
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
DATA ANNOTATION
DATA ANNOTATION
Girl/Female
Arabic, Indian, Muslim, Sindhi
Column; Name of a Female Companion
Girl/Female
Indian
Name of An Arab tribe
Boy/Male
American, British, English
From the Small Farm
Surname or Lastname
English (Cornwall)
English (Cornwall) : habitational name from Madron in Cornwall, named for the patron saint of its church, St. Madernus.
Female
French
French form of Latin Hyacintha, HYACINTHE means "hyacinth flower."
Girl/Female
Tamil
Peacock feathers while it dances during rain
Girl/Female
American, Australian, Chinese, Finnish, French, Latin, Portuguese, Swedish
Ancient; Primitive; Venerable
Boy/Male
Muslim
Mountain
Male
Croatian
, man, warrior.
Girl/Female
Hindu
Ganga
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
DATA ANNOTATION
a.
Erroneous in date; containing an anachronism.
n.
The fruit of the date palm; also, the date palm itself.
n.
Death; decease; the date of one's death.
imp. & p. p.
of Date
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.
n.
Assigned end; conclusion.
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.
p. pr. & vb. n.
of Date
n.
Prior date; a date antecedent to another which is the actual date.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
n.
Given or assigned length of life; dyration.
n. pl.
See 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.
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.
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.
pl.
of Datum
a.
Being out of date; antiquated.
v. t.
To date erroneously.