cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2gzs93xgv6.1
title: The geologic record of Hurricane Irma in a Southwest Florida back-barrier lagoon

description: Data was gathered from four cores taken in a back-barrier lagoon on Big Hickory Island, Florida, USA. Hurricane Irma occurred in September 2017 and these cores were taken in June 2018. Sedimentary analyses (grain size, % moisture, % inorganic material) were conducted on three of the cores whereas the fourth was used for 210Pb dating. These cores were also studied for foraminifera species. Sedimentary analyses showed a tempestite in the core top (ranging from 0-9.5 cm), which was supported by larger grain size, low moisture content, and high inorganic content. Several marine species were present in the tempestite layer of each core, but no foraminifera were present in the lagoonal sediments below that tempestite. A Constant Rate of Supply (CRS) model was coupled with 210Pb data to demonstrate sedimentation rates during Hurricane Irma and create a core chronology.
DOI: 10.5281/zenodo.5109346
title: BCdatabaser - lsu.ophiostomataceae.none.2021-07-15.zip

description: Parameters: --marker-search-string LSU --taxonomic-range Ophiostomataceae --sequence-length-filter 100:2000 --sequences-per-taxon 9
description: This dataset was automatically created with data from NCBI using the BCdatabaser tool
description: {"references": ["Keller et al. (2019) BCdatabaser: on-the-fly reference database creation for (meta-)barcoding. EcoEvoRxiv (2019); https://doi.org/10.32942/osf.io/cmfu2 - https://github.com/molbiodiv/bcdatabaser", "eutils: Sayers E. E-utilities Quick Start. 2008 Dec 12 [Updated 2018 Oct 24]. In: Entrez Programming Utilities Help [Internet]. Bethesda (MD): National Center for Biotechnology Information (US); 2010-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK25500/", "NCBI::Taxonomy: F\u00f6rster et al. https://github.com/greatfireball/NCBI-Taxonomy - F\u00f6rster F. greatfireball/NCBI-Taxonomy v0.90. Zenodo. 2018 Oct 15; https://doi.org/10.5281/zenodo.1462861", "SeqFilter: Hackl et al. https://github.com/BioInf-Wuerzburg/SeqFilter", "dispr: Cofield et al. https://github.com/douglasgscofield/dispr", "Krona: Ondov BD, Bergman NH, and Phillippy AM. Interactive metagenomic visualization in a Web browser. BMC Bioinformatics. 2011 Sep 30; 12(1):385."]}
DOI: 10.5281/zenodo.5109345
title: BCdatabaser - lsu.ophiostomataceae.none.2021-07-15.zip

description: Parameters: --marker-search-string LSU --taxonomic-range Ophiostomataceae --sequence-length-filter 100:2000 --sequences-per-taxon 9
description: This dataset was automatically created with data from NCBI using the BCdatabaser tool
description: {"references": ["Keller et al. (2019) BCdatabaser: on-the-fly reference database creation for (meta-)barcoding. EcoEvoRxiv (2019); https://doi.org/10.32942/osf.io/cmfu2 - https://github.com/molbiodiv/bcdatabaser", "eutils: Sayers E. E-utilities Quick Start. 2008 Dec 12 [Updated 2018 Oct 24]. In: Entrez Programming Utilities Help [Internet]. Bethesda (MD): National Center for Biotechnology Information (US); 2010-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK25500/", "NCBI::Taxonomy: F\u00f6rster et al. https://github.com/greatfireball/NCBI-Taxonomy - F\u00f6rster F. greatfireball/NCBI-Taxonomy v0.90. Zenodo. 2018 Oct 15; https://doi.org/10.5281/zenodo.1462861", "SeqFilter: Hackl et al. https://github.com/BioInf-Wuerzburg/SeqFilter", "dispr: Cofield et al. https://github.com/douglasgscofield/dispr", "Krona: Ondov BD, Bergman NH, and Phillippy AM. Interactive metagenomic visualization in a Web browser. BMC Bioinformatics. 2011 Sep 30; 12(1):385."]}
DOI: 10.48370/ofd/ma7c4u/cdkuvn
title: HMW_Carlina_vulgaris_L._H_6150.jpg

description: :unav
DOI: 10.48370/ofd/ma7c4u
title: Dziewięćsił pospolity (Carlina vulgaris L.), 6150

description: Herbarium
DOI: 10.5281/zenodo.5108951
title: Spatial slip rate distribution along the SE Xianshuihe fault, eastern Tibet, and earthquake hazard assessment

description: <strong><em>Table 2: </em></strong><em><sup>10</sup></em><em>Be surface-exposure ages of Zheduotang (ZDT) and Moxi (MX) sites of the SE Xianshuihe fault.</em>
DOI: 10.5281/zenodo.4417416
title: Spatial slip rate distribution along the SE Xianshuihe fault, eastern Tibet, and earthquake hazard assessment

description: <strong><em>Table 2: </em></strong><em><sup>10</sup></em><em>Be surface-exposure ages of Zheduotang (ZDT) and Moxi (MX) sites of the SE Xianshuihe fault.</em>
DOI: 10.6084/m9.figshare.14602032.v1
title: Data and Codes for Accessibility and Market Potential Analsysis

description: Geodatabase FL_data.gdb contains two features (Hospitals and ZIP_Code_Area) and one table (flow_clean). The Python Scripts calculate various accessibility and market potential scores.
DOI: 10.48370/ofd/mzjqeh/sbx6pd
title: HMW_Carlina_vulgaris_L._H_5799.jpg

description: :unav
DOI: 10.48370/ofd/mzjqeh
title: Dziewięćsił pospolity (Carlina vulgaris L.), 5799

description: Herbarium
DOI: 10.48370/ofd/i1zzok/4nfrb3
title: HMW_Carlina_vulgaris_L._H_6073.jpg

description: :unav
DOI: 10.48370/ofd/i1zzok
title: Dziewięćsił pospolity (Carlina vulgaris L.), 6073

description: Herbarium
DOI: 10.48370/ofd/l8jd1d/nithg0
title: HMW_Carlina_vulgaris_L._H_5655.jpg

description: :unav
DOI: 10.48370/ofd/l8jd1d
title: Dziewięćsił pospolity (Carlina vulgaris L.), 5655

description: Herbarium
DOI: 10.48370/ofd/pcsd2o/lfrncg
title: HMW_Carlina_vulgaris_L._H_5656.jpg

description: :unav
DOI: 10.48370/ofd/pcsd2o
title: Dziewięćsił pospolity (Carlina vulgaris L.), 5656

description: Herbarium
DOI: 10.17632/nwvjwccgvh.1
title: Tara Oceans - Zooplankton Abundance and Size

description: The following table is supplemental material for Brandão & Benedetti et al. (2021), entitled Macroscale patterns of oceanic zooplankton composition and size structure. It includes abundance and median Equivalent Spherical Diameter (ESD) values for the main zooplankton groups and main copepods taxa during the Tara Oceans expedition.
DOI: 10.17632/fmgdwvjgd5.1
title: Implemented scripts for the operation and data analysis of a real-size SHM based on long-gauge FBG sensors

description: This data set contains the original MATLAB scrips developed for the SHM project in Neckarsul, Germany. The scripts are divided accordingly to their stage in the monitoring process, namely data management, anaysis, result generation and result representation. Some scripts contain MySQL queries to create a connection between MATLAB and the project's MySQL database. All SQL related task (e.g., table creation, data write, and data read) were performed through the scripts using the MATLAB's built-in Database Explorer with a JDBC connection. The SQL related scripts can be adapted for any monitoring project. Additionaly, I/O routines such as reading external data file were extensively used.
DOI: 10.48370/ofd/kj7qdj/wpgvxy
title: HMW_Carlina_vulgaris_L._H_1576.jpg

description: :unav
DOI: 10.48370/ofd/kj7qdj
title: Dziewięćsił pospolity (Carlina vulgaris L.), 1576

description: Herbarium
DOI: 10.5281/zenodo.4126910
title: A new lepto-hadronic model applied to the first simultaneous multiwavelength data set for Cygnus X–1

description: This is a basic reproduction package for the paper "A new lepto-hadronic model applied to the first simultaneous multiwavelength data set for Cygnus X-1" by [Kantzas et al. (2020)](https://doi.org/10.1093/mnras/staa3349).
DOI: 10.5281/zenodo.4126909
title: A new lepto-hadronic model applied to the first simultaneous multiwavelength data set for Cygnus X–1

description: This is a basic reproduction package for the paper "A new lepto-hadronic model applied to the first simultaneous multiwavelength data set for Cygnus X-1" by [Kantzas et al. (2020)](https://doi.org/10.1093/mnras/staa3349).
DOI: 10.17632/fhcz7cwstf.1
title: molecular-cells-figure-S2C

description: Gel SDS-PAGE of µOR-G proteins or µOR-arrestin complexes after anti-FLAG M2 resin pull-down.
DOI: 10.48370/ofd/cale8x/xf0fcd
title: HMW_Carlina_vulgaris_L._H_2964.jpg

description: :unav
DOI: 10.48370/ofd/cale8x
title: Dziewięćsił pospolity (Carlina vulgaris L.), 2964

description: Herbarium
DOI: 10.48370/ofd/wqskct/a0mux2
title: HMW_Carlina_vulgaris_L._H_6215.jpg

description: :unav
DOI: 10.48370/ofd/wqskct
title: Dziewięćsił pospolity (Carlina vulgaris L.), 6215

description: Herbarium
DOI: 10.48370/ofd/mepo0g/en0fsq
title: HMW_Carlina_vulgaris_L._H_5934.jpg

description: :unav
DOI: 10.48370/ofd/mepo0g
title: Dziewięćsił pospolity (Carlina vulgaris L.), 5934

description: Herbarium
DOI: 10.48370/ofd/fuw1rb/efihd5
title: HMW_Carlina_vulgaris_L._H_5310.jpg

description: :unav
DOI: 10.48370/ofd/fuw1rb
title: Dziewięćsił pospolity (Carlina vulgaris L.), 5310

description: Herbarium
DOI: 10.48370/ofd/iesmpf/mhjsi3
title: HMW_Carlina_vulgaris_L._H_3211.jpg

description: :unav
DOI: 10.48370/ofd/iesmpf
title: Dziewięćsił pospolity (Carlina vulgaris L.), 3211

description: Herbarium
DOI: 10.17632/9c67r3r3zm.1
title: LINF_150021500

description: Rab-GTPase-TBC domain containing protein Leishmania infantum (strain JPCM5)
DOI: 10.17632/3gsdt5t9pz.1
title: Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis

description: Details about data is presented in the article "Seasonal variation in lifestyle behavior in Poland: Google searches and market sales analysis" published in BMC Public Health
DOI: 10.17632/73j3nzjxd3.1
title: The COVIDome Explorer Researcher Portal. Sullivan et. al.

description: There are seven datasets related to The COVIDome Explorer Researcher Portal in this entry: Supplemental File 1 - Cohort Characteristics, Supplemental File 2 - Results of Linear Models by COVID-19 Status, Supplemental File 3 - Multi-omics Biosignatures of CRP, Supplemental File 4 - Mass Cytometry Antibody Table, the COVIDome Sample Metadata, the COVIDome SOMAscan® dataset, and the COVIDome MSD Cytokine Dataset. These datasets were generated by the COVIDome Project at the University of Colorado Anschutz Medical Campus. To learn more about the COVIDome Project please visit covidome.org. The Sample Metadata file describes sample ID, COVID19 status at the time of blood draw (positive or negative), sex and age. The SOMAscan® dataset is a plasma proteomics dataset obtained from research participants with and without COVID19 using the SOMAscan® technology. The MSD cytokine dataset was generated using multiplex immunoassays with Meso Scale Discovery (MSD) technology.
DOI: 10.17632/9mrc3b54g2.1
title: Cancer hallmarks

description: In these files there are data that represent expression profiles of candidate genes that resulted from applying two methodologies using the genes linked to the Cancer Hallmarks. There is also a file that summarizes a systematic literature search that was carried out with a group of candidate genes to find out if they were related to carcinogenesis processes in vivo or in vitro.
DOI: 10.17632/hswj8hz528.1
title: The major financial, geopolitical and demographic indicators of the advanced and developing economics for 2018.

description: This dataset contains indicators of the financial development, financial markets development, financial institutions development indicies, the area, population and population density of the country, income from natural resources as a % of GDP and HDI as well as the division of countries by national income level for 2018. The data can be applied to assess the dependences between the financial development and geopolitical and demographic indicators. In order to improve the data quality, outliers were excluded, data normalization was performed, and a correlation matrix was built.
DOI: 10.17632/mk3ttnbt5t.1
title: PEARL 2021
DOI: 10.48370/ofd/2bdkma/4xlnpf
title: HMW_Cornus_sanguinea_L._H_2556.jpg

description: :unav
DOI: 10.48370/ofd/2bdkma
title: Dereń świdwa (Cornus sanguinea L.), 2556

description: Herbarium
DOI: 10.48370/ofd/lnove2/p3bc8p
title: HMW_Cornus_sanguinea_L._H_6899.jpg

description: :unav
DOI: 10.48370/ofd/lnove2
title: Dereń świdwa (Cornus sanguinea L.), 6899

description: Herbarium
DOI: 10.48370/ofd/69j92p/q7kurf
title: HMW_Cornus_sanguinea_L._H_7303.jpg

description: :unav
DOI: 10.48370/ofd/69j92p
title: Dereń świdwa (Cornus sanguinea L.), 7303

description: Herbarium
DOI: 10.48370/ofd/gm0kby/gzegkt
title: HMW_Cornus_sanguinea_L._H_0158.jpg

description: :unav
DOI: 10.48370/ofd/gm0kby
title: Dereń świdwa (Cornus sanguinea L.), 158

description: Herbarium
DOI: 10.48370/ofd/h75tbs/tndzkj
title: HMW_Cornus_sanguinea_L._H_1198.jpg

description: :unav
DOI: 10.48370/ofd/h75tbs
title: Dereń świdwa (Cornus sanguinea L.), 1198

description: Herbarium
DOI: 10.48370/ofd/lfbcbb/wjo6lk
title: HMW_Cornus_sanguinea_L._H_5770.jpg

description: :unav
DOI: 10.48370/ofd/lfbcbb
title: Dereń świdwa (Cornus sanguinea L.), 5770

description: Herbarium
DOI: 10.17632/s4jp6yndsk.1
title: LINF_150021700

description: actin-related protein 3 | Arp3 Leishmania infantum (strain JPCM5)
DOI: 10.17632/rcrcj6xfg6.1
title: Test model generation script

description: This is a grasshopper script to generate urban-scale test models involving six types of building forms. The script has been tested in Rhinoceros 7, Grasshopper 1.0.0007.
DOI: 10.17632/4gzv4hrphd.1
title: Dataset for lightning strike probability and current from the dynamic electro-geometrical model

description: The dataset contains the probability of a lightning strike to the meshed surface of a gable roof building and the associated maximum lightning current that can strike such surface points using the numerical computation of the dynamic electro-geometrical model.
DOI: 10.17632/c4j98hjggp.1
title: Emergence of an early SARS-CoV-2 epidemic in the United States

description: BEAST xml and log files
DOI: 10.17632/wgv5w62yjk.1
title: Dataset for fermentation of sugarcane press-mud: Effect of Temperature, Stirring, pH, and hydrolyis on ethanol and fusel alcohol content

description: This dataset represent the data for the assessment of temperature, stirring, pH, and hydrolysis conditions on the ethanol and fusel alcohol content during the fermentation of sugarcane press-mud by using Box-Behnken desing method
DOI: 10.17632/wgv5w62yjk.2
title: Dataset for fermentation of sugarcane press-mud: Effect of Temperature, Stirring, pH, and hydrolyis on ethanol and fusel alcohol content

description: This dataset represent the data for the assessment of temperature, stirring, pH, and hydrolysis conditions on the ethanol and fusel alcohol content during the fermentation of sugarcane press-mud by using Box-Behnken desing method
DOI: 10.48370/ofd/ejgshn/2s23ne
title: HMW_Cornus_sanguinea_L._H_3207.jpg

description: :unav
DOI: 10.48370/ofd/ejgshn
title: Dereń świdwa (Cornus sanguinea L.), 3207

description: Herbarium
DOI: 10.17632/c4p627zvch.4
title: Supplementary material

description: Supplementary material for "Chemostratigraphy of the Carajás banded iron formation, Brazil: A record of Neoarchean ocean chemistry"
DOI: 10.17632/9mtcx3jnxz.2
title: Mapping of rare bryophyte species distribution

description: Mapping of rare bryophyte species distribution in Canadian boreal forests at 30m spatial resolution. Derived from remote sensing-based Ensembles of Small Models. The first capital letter of each name indicates the bryophyte guild to which the species belongs (L, liverwort; M, moss; S, sphagna).
DOI: 10.17632/9ppfg6vxj8.1
title: Measurements of rail surface defects by using eddy current sensor

description: This material is part of the study of the rail fault detection system through sensing using an eddy current probe. In it, the sensor is installed directly on rail vehicles. In it, the wavelet transform technique is used to classify the signals obtained from defects. This work is limited to detecting defects for preventive maintenance.
DOI: 10.48370/ofd/dc4ufa/8ahjek
title: HMW_Cornus_sanguinea_L._H_7195.jpg

description: :unav
DOI: 10.48370/ofd/dc4ufa
title: Deren świdwa (Cornus sanguinea L.), 7195

description: Herbarium
DOI: 10.17632/8kz7rwmwnt.2
title: data of the ASD and ND groups

description: The data of each participant provided here include: 1) sex, 2) age, 3) level of saliva nitrite, 4) level of serum nitrite, 5) level of serum nitrate, 6) ABC score, 7) CARS score.
DOI: 10.17632/nrp4skspk2.1
title: Numerical evaluation of type I pressure vessels for ultra-deep ocean trench exploration

description: This dataset provides the processed (spreadsheets) and raw (abaqus 2017 input files) files of a parametric study with the aim of optimising the design of a type I pressure vessel for ultra-deep ocean exploration. Three different materials (Al 7075, Ti-6Al-4V, and Ti-10V-2Fe-3Al) and two designs (spherical and cylindrical) of type I pressure vessels were modelled with linear buckling analysis followed by nonlinear buckling analysis (Riks method) accounting for geometry defects up to 2.5 mm.
DOI: 10.48370/ofd/xx3ial/1rp7l1
title: HMW_Cornus_sanguinea_L._H_7929.jpg

description: :unav
DOI: 10.48370/ofd/xx3ial
title: Dereń świdwa (Cornus sanguinea L.), 7929

description: Herbarium
DOI: 10.17632/dsck46c265.1
title: Supplemental data for: Effects of multiple simultaneous faults on characteristic fault detection features of a heat pump in cooling mode

description: This supplemental data consists of two sheets: “Unit information” and “Simultaneous data”. 1. “Unit information” provides the manufacturer and models for the tested heat pump. 2. “Simultaneous data” provides the residuals for simultaneous fault combinations of the tested heat pump. Column A: Fault combinations Columns B to E: Fault intensity for each fault type Column F: Evaporating temperature residual Column G: Superheat temperature residual Column H: Condensing temperature residual Column I: Subcooling temperature residual Column J: Discharge temperature residual Column K: Compressor suction pressure residual Column L: Compressor discharge pressure residual Column M: Liquid line pressure residual Column N: Outdoor unit power residual Column O: Refrigerant mass flow rate residual (The cases with inaccurate mass flow rate measurement can be inferred by a heat balance between air-side and refrigerant side of the evaporator) Column P: Residual of difference between condensing temperature and evaporating temperature Column Q: Compressor lift residual
DOI: 10.17632/wg6k8szh47.1
title: LINF_150022100

description: mitoribosomal protein mS63 Leishmania infantum (strain JPCM5)
DOI: 10.17632/t6mwtjcy5j.1
title: Adaptor protein HIP-55-mediated signalosome controls cardiomyocyte fate in myocardial infarction

description: The original data of the manuscript of adaptor protein HIP-55-mediated signalosome controls cardiomyocyte fate in myocardial infarction.
DOI: 10.17632/67jdvhw2tf.1
title: Non-terminally exhausted tumor-resident memory HBV-specific T cell responses correlate with relapse-free survival in hepatocellular carcinoma

description: Human lymphocytes were isolated from 46 HCC patients' PBMC, healthy liver margin (HM) and HCC liver tumor (HCC), and probed by a total of 1169 T cell epitopes directly ex vivo using highly multiplexed combinatorial peptide-MHC tetramers strategy and mass cytometry. The pMHC tetramers (restricted to HLA-A*02:01, HLA-A*24:02, HLA-A*11:01 and HLA-B*58:01) library includes 258 HBV, 499 tumor-associated (TA) and 90 bystander virus epitopes, as well as 322 tumor mutation-derived neoantigens. The tetramer positive events were automatically identified and validated by tetramer deconvolution algorithm, and further evaluated manually with the frequency of antigen-specific T cells &gt; 0.002% of total CD8 T cells and a minimum of 4 events (with 2 exceptions that there were 3 events but very strong tetramer signal). All pMHC monomer and the metal-conjugated streptavidin proteins were made in-house. The experiment was performed by using the CyTOF Helios system. This dataset has total of 374 FCS files, including all the detected antigen-specific (241 FCS files) and tetramer negative global (133 FCS files) CD8 T cells. Detailed information can be found in the manuscript and the Supplementary Information and Tables in Cheng et al., 2021, Immunity. FCS file annotation = PatientID-Tissue-Source virus/TA protein-epitope location: Tissue: hepatocellular carcinoma (HCC), healthy liver margin (HM), peripheral blood mononuclear cells (PBMC), healthy liver (HL), healthy fetal liver (HFL). Hepatitis B virus (HBV): HBV surface (envelope) protein (HBV-S), HBV core protein (HBV-C), HBV x protein (HBV-X), HBV polymerase protein (HBV-P) Tumor-associated antigen (TA): SSX2, GPC3, SCCA-1, AFP, TERT, NY-ESO-1, MAGE-1 (not detected), MAGE-3 (not detected) Neoantigen: MT_1 Bystander virus: Epstein–Barr virus (EBV), cytomegalovirus (CMV), influenza A virus (IAV), dengue virus (DENV) Global (tetramer negative) CD8 T cells = CD8TetN
DOI: 10.17632/5ndvnh6ffm.1
title: Dataset Used in the Article: Probability Elicitation Using Geostatistics in Hydrocarbon Exploration

description: This dataset contains the geostatistical realizations and the deriving stochastic datasets used in the article "Probability Elicitation Using Geostatistics in Hydrocarbon Exploration"
DOI: 10.48370/ofd/obb6u5/zflpqi
title: HMW_Cornus_sanguinea_L._H_9393.jpg

description: :unav
DOI: 10.48370/ofd/obb6u5
title: Dereń świdwa (Cornus sanguinea L.), 9393

description: Herbarium
DOI: 10.17632/7v27xcyv99.2
title: Integrated phylogenomics and fossil data resolve the evolution of beetles

description: With over 380,000 described species and possibly several million more yet unnamed, beetles represent the most biodiverse animal order. Recent phylogenomic studies have arrived at considerably incongruent topologies and widely varying estimates of divergence dates for major beetle clades. Here we use a dataset of 68 single-copy nuclear protein coding genes sampling 129 out of the 196 recognized extant families as well as the first comprehensive set of fully-justified fossil calibrations to recover a refined timescale of beetle evolution. Using phylogenetic methods that counter the effects of compositional and rate heterogeneity we recover a topology congruent with morphological studies, which we use, combined with other recent phylogenomic studies, to propose several formal changes in the classification of Coleoptera.
DOI: 10.48370/ofd/druhxy/enizl9
title: HMW_Cornus_sanguinea_L._H_6712.jpg

description: :unav
DOI: 10.48370/ofd/druhxy
title: Dereń świdwa (Cornus sanguinea L.), 6712

description: Herbarium
DOI: 10.17632/2kfz5yc7pt.1
title: Dataset of Indian (Rupees) and Thai (Baht) Banknotes with Annotations

description: Currency recognition and classification is a very challenging task for visually impaired people. In the daily routine, correct and fast currency recognition can help them to do the financial transactions without any help. With this objective we have created the Indian (Rupees) and Thai (Baht) banknotes dataset with annotations. This dataset consists of total 3000 (2000 images of Indian banknotes and 1000 images of Thai banknotes) high quality images. Mobile phone's rear camera was used to take the images of Indian and Thai banknotes. The Indian banknote dataset consists of 10 classes namely 10 New, 10 Old, 20, 50 New, 50 Old, 100 New, 100 Old, 200, 500, 2000 and Thai banknote consists of 5 classes namely 20, 50, 100, 500, and 2000. The images were taken at the different backgrounds and in different lighting conditions, in the cluttered background, and also the images of folded banknotes are taken. The images are annotated in the YOLO (You Only Look Ones) format. The dataset consists of "Training" and "Validation" images in 80:20 ratio.