cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5kpqrc
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Loeseneriella africana (Willd.) R.Wilczek",
 "Continent is Africa"
 ]
}

 The dataset includes 1266 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011864-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc23skgy
title: CCDC 1960020: Experimental Crystal Structure Determination

description: Related Article: Jinhe Xu, Huan Chen, Yuekai Wang, Danni Yin, Hongli Li, Linlin Yang, Guangjie He|2025|J.Mol.Struct.|1319|139489|doi:10.1016/j.molstruc.2024.139489
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hppyv
title: CCDC 2314768: Experimental Crystal Structure Determination

description: Related Article: A. Sivaprakasam, A.S. Normamatov, L. Guganathan, A.B. Ibragimov, P. Suppuraj, Asad Syed, Ali H. Bahkali, L.S. Wong, M.R. Mohammad, C. Balakrishnan|2024|J.Mol.Struct.|1318|139382|doi:10.1016/j.molstruc.2024.139382
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hppzw
title: CCDC 2314769: Experimental Crystal Structure Determination

description: Related Article: A. Sivaprakasam, A.S. Normamatov, L. Guganathan, A.B. Ibragimov, P. Suppuraj, Asad Syed, Ali H. Bahkali, L.S. Wong, M.R. Mohammad, C. Balakrishnan|2024|J.Mol.Struct.|1318|139382|doi:10.1016/j.molstruc.2024.139382
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j0c75
title: CCDC 2324046: Experimental Crystal Structure Determination

description: Related Article: Nada Hiba Boukoucha, Zakia Messasma, Djouhra Aggoun, Yasmina Ouennoughi, Chawki Bensouici, Marta Fernández-García, Daniel Lopez, Massimo Guelfi, Fabio Marchetti, Giulio Bresciani, Zeineb Chorfi|2025|J.Mol.Struct.|1319|139505|doi:10.1016/j.molstruc.2024.139505
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2jbddp
title: CCDC 2333692: Experimental Crystal Structure Determination

description: Related Article: Abiodun A. Ajibola, T. Karthick, J. Roshni, Lesław Sieroń, Waldemar Maniukiewicz|2025|J.Mol.Struct.|1319|139484|doi:10.1016/j.molstruc.2024.139484
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.nn72gg
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Erythroxylum coca Lam."
 ]
}

 The dataset includes 307 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011865-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13694430
title: Supplementary material - Non-resonant background removal in broadband CARS microscopy using deep-learning algorithms

description: This repository contains the data presented in the publication: "Non-resonant background removal in broadband CARS microscopy using deep-learning algorithms".
DOI: 10.15468/dl.gugv6x
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "Year 1980-2010"
 ]
}

 The dataset includes 1156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011867-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw3jnm
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Loeseneriella africana (Willd.) R.Wilczek",
 "Continent is Africa"
 ]
}

 The dataset includes 1266 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011869-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h73gr
title: Occurrence Download

description: A dataset containing 1156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "Year 1980-2010"
 ]
}

 The dataset includes 1156 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011870-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gad6za
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Florisuga mellivora (Linnaeus, 1758)"
 ]
}

 The dataset includes 298 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011871-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nsjqy
title: Occurrence Download

description: A dataset listing the 60288 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is naturgucker"
 ]
}

 The dataset's 60288 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011849-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2wwxm
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Loeseneriella africana (Willd.) R.Wilczek",
 "Continent is Africa"
 ]
}

 The dataset includes 1266 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011872-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3644w5
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011856-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ynfm9
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Marquesia macroura Gilg",
 "Continent is Africa"
 ]
}

 The dataset includes 209 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011873-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0003951
title: 提氦液化器工程样机出厂测试数据集
DOI: 10.15468/dl.797z4p
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Solanum andigenum Juz. & Bukasov"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011875-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jpka5
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Microcos barombiensis (K.Schum.) Cheek",
 "Continent is Africa"
 ]
}

 The dataset includes 428 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011876-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecg3dc
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Microcos coriacea (Mast.) Burret",
 "Continent is Africa"
 ]
}

 The dataset includes 992 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011878-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d6s6n
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Microcos floribunda (Mast.) Burret",
 "Continent is Africa"
 ]
}

 The dataset includes 200 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011879-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a88fuj
title: Occurrence Download

description: A dataset containing 2508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (AntWeb, Museum of Comparative Zoology, Harvard University, International Barcode of Life project (iBOL), Diversidad de hormigas en ambientes urbanos de la ciudad de Santa Marta, University of Guam Insect Collection, Mississippi Entomological Museum, Colección de Entomología del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-E), Archbold Biological Station Arthropod Collection, Fauna y flora asociada al proyecto piloto de investigación integral - PPII Platero, departamento de Santander)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tapinoma melanocephalum (Fabricius, 1793)",
 "Year 1980-2024"
 ]
}

 The dataset includes 2508 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011881-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhuff3
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Honckenya peploides subsp. robusta (Fernald) Hultén"
 ]
}

 The dataset's 3 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011863-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.haff4h
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Microcos gossweileri Burret",
 "Continent is Africa"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011882-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13748185
title: Preliminary Favourable Reference Values for Euopean species

description: This dataset contains the Favourable Reference Values of European species, divided in 6 tables based on the following taxonomic groups: mammals, non-Chordata animals, freshwater Chordata, plants, herpetofauna and birds (only species breeding in EU). Tables report FRV for each combination species/MS-BIO and FRV min - max range.
DOI: 10.15468/dl.qyc42v
title: Occurrence Download

description: A dataset containing 128603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-73.64316 1.60948,-73.6819 2.3067,-73.51728 2.34544,-73.07183 2.42291,-72.67481 2.64563,-72.12284 2.80057,-71.76455 2.85867,-71.29973 2.88772,-71.06733 2.88772,-71.09638 4.86317,-71.75486 4.59203,-71.99695 4.40804,-72.20999 4.45646,-72.41335 4.32089,-72.58765 4.35962,-72.70386 4.33057,-73.05247 4.67918,-73.12025 4.23374,-73.31392 4.30152,-73.47854 4.30152,-73.59475 4.47583,-73.63348 4.60171,-73.82715 4.38868,-73.74968 4.28216,-73.74 4.16595,-73.87557 4.16595,-74.03051 4.06912,-74.19513 3.95291,-74.3307 3.80766,-74.54374 3.58494,-74.63089 3.38158,-74.8633 2.9555,-74.67931 2.8393,-74.61152 2.69405,-74.68899 2.52942,-74.65994 2.41322,-74.74709 2.27765,-74.58247 2.17113,-74.61152 2.02588,-74.57279 1.89031,-74.39849 1.7741,-74.19513 1.74505,-74.10798 1.66758,-73.95304 1.5998,-73.64316 1.60948))"
 ]
}

 The dataset includes 128603 records from 411 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011845-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf7qnr
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Ochna pulchra Hook.",
 "Continent is Africa"
 ]
}

 The dataset includes 878 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011883-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k72jx6
title: Occurrence Download

description: A dataset containing 1355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-73.85563 1.683,-73.63813 2.32767,-73.57307 2.39924,-73.44294 2.32116,-73.28028 2.3602,-73.1046 2.37972,-72.94194 2.47731,-72.8964 2.5684,-72.78579 2.59443,-72.63614 2.57491,-72.52553 2.68552,-72.36938 2.78962,-72.27829 2.80263,-72.1872 2.80263,-72.16117 2.88722,-72.06358 2.82215,-71.93345 2.81565,-71.7838 2.87421,-71.67319 2.87421,-71.59511 2.84818,-71.46498 2.88071,-71.3804 2.88071,-71.30232 2.90023,-71.22425 2.8677,-71.10713 2.89372,-71.0746 4.90421,-71.23075 4.82613,-71.39341 4.72854,-71.52354 4.6895,-71.64066 4.62444,-71.82284 4.54636,-71.97249 4.40322,-72.16117 4.43575,-72.37588 4.37068,-72.43444 4.31863,-72.54505 4.33815,-72.70121 4.29911,-72.7988 4.37719,-72.85085 4.44876,-73.04605 4.70251,-73.13063 4.21453,-73.29329 4.30562,-73.47547 4.30562,-73.57957 4.33165,-73.57307 4.44226,-73.59909 4.54636,-73.69018 4.52684,-73.75525 4.43575,-73.8073 4.35767,-73.72272 4.19501,-73.84634 4.182,-73.98297 4.11043,-74.12611 4.01934,-74.30179 3.91523,-74.435 3.72004,-74.58465 3.49882,-74.65622 3.30363,-74.72779 3.12145,-74.8384 2.99132,-74.93599 2.90674,-74.69526 2.89372,-74.6367 2.70504,-74.66272 2.49033,-74.70827 2.29513,-74.60417 2.19754,-74.59115 1.9568,-74.51958 1.80715,-74.25933 1.7551,-74.11367 1.61037,-73.87878 1.74313,-73.85563 1.683))",
 "TaxonKey is Felidae",
 "Year 2014-2024"
 ]
}

 The dataset includes 1355 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011884-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9txd9
title: Occurrence Download

description: A dataset containing 989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Parinari capensis Harv.",
 "Continent is Africa"
 ]
}

 The dataset includes 989 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011886-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjhcgc
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 553 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038884-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ndbq2
title: Occurrence Download

description: A dataset containing 21982 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordyceps"
 ]
}

 The dataset includes 21982 records from 433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038883-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9yzgc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038885-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xu3kyv
title: Occurrence Download

description: A dataset containing 5365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 5365 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038886-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jyx2rn
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Uvaria micrantha"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyen9j
title: Occurrence Download

description: A dataset containing 4939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-10.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tilia",
 "Year 2024-2024"
 ]
}

 The dataset includes 4939 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038887-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30069574
title: Table S1.docx

description: Table S1
DOI: 10.6084/m9.figshare.30069574.v1
title: Table S1.docx

description: Table S1
DOI: 10.5281/zenodo.15038953
title: Kurdish Scene Text Recognition Version 1.0 (KSTRV1) Dataset

description: KSTRV1 (Kurdish STR) Version 1 

KSTRV1 is a large-scale dataset developed for Kurdish Scene Text Recognition (KSTR), addressing the scarcity of resources for non-Latin script like Kurdish. It includes 1,420 real-world scene images and 19,872 extracted word-level samples across Kurdish (Sorani and Badini dialects), Arabic, and English. To expand coverage and improve generalizability, the dataset is augmented with 20,000 synthetic text examples, crafted with diverse typography, multi-angle orientations, simulated distortions, and intricate background textures. This synthesis enhances the dataset’s capacity to handle real-world variability, supporting robust training for text recognition systems in underrepresented languages.

For more information please refere to the paper article in this link 



⚠️The KSTRV1 dataset is no longer supported and hasbeen superseded by KSTRV2.Please use KSTRV2 for allfuture research and development.KSRTV2 link