cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/zxp-vys-r1l
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fpw-6ej-yjg
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/p7tkys
title: Collezione malacologica di Ermanno Quaggiotto | Ermanno Quaggiotto's malacological collection

description: The Ermanno Quaggiotto malacology collection, donated by himself in 2014 to the Natural History and Archaeological Museum of Vicenza, consists of 3,614 specimens of terrestrial and freshwater mollusks, divided into 548 inventory numbers. The collection is primarily local (Veneto region, NE Italy), given that most of the specimens were collected in the provinces of Vicenza and Verona, and dates between 1972 and 2003. The collection is inventoried and cataloged. The specimens have appropriate data regarding the locality and date of collection. Specimens are stored in plastic bags placed inside seven cardboard boxes.
DOI: 10.3535/stz-ksp-72r
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vpd-7dr-b8q
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2hj-8zb-re5
title: Catoptria fulgidella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ghe-r00-yce
title: Amphipoea Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nec-dd3-ds9
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tka-wc3-ahy
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/twg-le6-y5j
title: Acronicta (Acronicta) aceris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qjd-2wf-8fj
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/r1d-fpa-2gf
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6ry-tkg-bgj
title: Euzophera pinguis Haworth, 1811

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s3s-3gl-0g4
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/aqd-sdm-egh
title: Protolampra sobrina Duponchel, 1843

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zjz-91k-s96
title: Leucania (Leucania) comma Linnaeus, 1761

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.17817780
title: Data for  Long-term impact of 3-D urban expansion on the thermal environment in the Yangtze River Delta region, China
DOI: 10.5281/zenodo.17817781
title: Data for  Long-term impact of 3-D urban expansion on the thermal environment in the Yangtze River Delta region, China
DOI: 10.3535/4k3-j69-p7s
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4wz-z9j-yvy
title: Gortyna flavago [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dnx-4wg-6p8
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gr0-011-smp
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1zl-j5c-k4h
title: Amphipoea Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5lk-6t9-t66
title: Amphipoea Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5517/cc8bb85
title: CCDC 248256: Experimental Crystal Structure Determination

description: Related Article: Maw-Cherng Suen, Ju-Chun Wang|2006|Struct.Chem.|17|315|doi:10.1007/s11224-006-9049-6
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: 10.3535/p5x-te1-z3t
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yeq-8bl-8fq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/29j-jxp-9p9
title: Mythimna (Mythimna) conigera [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kna-var-ma9
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nxg-ze8-az1
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rsy-nct-81j
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d13-m7g-bk0
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lhp-rr6-3a8
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gts-y6z-rzk
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xkv-6tv-vld
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s8z-j78-5cw
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zm8-152-n3r
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fm9-fem-shj
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ma1-cfs-n0d
title: Catoptria fulgidella Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/82e-e47-xnx
title: Xylena (Lithomoia) solidaginis Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kp7-842-mgc
title: Patania Moore, 1888

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mmv-7q3-x6g
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nx6-ag3-ztd
title: Cerastis rubricosa [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/l7r-n9r-5zm
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/49r-0x2-egz
title: Protolampra sobrina Duponchel, 1843

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/d2s-enf-kk5
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/b3c-l4b-7bl
title: Oeneis jutta Hübner, 1806

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/j3v-er1-xhm
title: Acronicta (Jocheaera) alni (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cm9-vme-dn2
title: Agriphila inquinatella [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lva-w4s-9y5
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bc8-exd-3dc
title: Fabriciana adippe ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p24-dyn-hph
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1hb-n5r-fnw
title: Aglais urticae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8l0-23y-txr
title: Acronicta (Jocheaera) alni (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/yfs-a3h-wq0
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ajm-nzj-n7c
title: Catoptria maculalis Zetterstedt, 1840

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ztg-aqv-yvc
title: Acronicta (Subacronicta) megacephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3st-4fy-1sz
title: Xestia (Pachnobia) rhaetica Staudinger, 1871

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/n8x-ldf-mt0
title: Acronicta (Subacronicta) megacephala ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/alb-x47-m73
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8bf-g1y-fyc
title: Aplocera praeformata (Hübner, [1826])

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dkc-849-1gl
title: Xestia (Megasema) c-nigrum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/epm-68x-22s
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ksw-vsg-ev2
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fjn-ds0-ck0
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y5z-fpb-gqf
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t3w-db1-ryg
title: Amphipoea Billberg, 1820

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/nce-880-hlh
title: Xylena (Lithomoia) solidaginis Hübner, 1803

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qx7-28g-1pa
title: Allophyes (Allophyes) oxycanthae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/9g2-qc0-ft3
title: Xanthia (Cirrhia) Hübner, 1816

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hrk-8k3-zp1
title: Ammoconia caecimacula [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wyz-md4-c0s
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y5f-xw7-113
title: Charanyca (Rusina) Stephens, 1829

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/tb2-2ql-9c1
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/x9c-c2f-r06
title: Oligia Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zam-c4b-bc9
title: Ochropacha duplaris (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.fum3nx
title: Occurrence Download

description: A dataset containing 2860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Pitcairnia"
 ]
}

 The dataset includes 2860 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028875-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/57b-9db-wvk
title: Protolampra sobrina Duponchel, 1843

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.c9kxc5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((105.157 -4.842851, 105.086486 -4.848414, 105.017705 -4.864965, 104.952348 -4.892099, 104.89202 -4.929149, 104.838206 -4.975202, 104.79223 -5.029128, 104.755225 -5.089601, 104.728103 -5.155132, 104.711534 -5.224109, 104.70593 -5.294836, 104.711433 -5.36557, 104.72791 -5.434571, 104.75496 -5.500137, 104.791919 -5.560654, 104.837878 -5.61463, 104.891708 -5.660734, 104.952083 -5.697828, 105.017513 -5.724997, 105.086385 -5.741572, 105.157 -5.747143, 105.227615 -5.741572, 105.296487 -5.724997, 105.361917 -5.697828, 105.422292 -5.660734, 105.476122 -5.61463, 105.522081 -5.560654, 105.55904 -5.500137, 105.58609 -5.434571, 105.602567 -5.36557, 105.60807 -5.294836, 105.602466 -5.224109, 105.585897 -5.155132, 105.558775 -5.089601, 105.52177 -5.029128, 105.475794 -4.975202, 105.42198 -4.929149, 105.361652 -4.892099, 105.296295 -4.864965, 105.227514 -4.848414, 105.157 -4.842851))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1qj-pjh-1bv
title: Episcythrastis Meyrick, 1937

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/hhj-rr3-qg0
title: Katha depressa (Esper, 1786)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dr7-2ga-qbb
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/s5x-7qh-lbc
title: Colobochyla salicalis ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.25444/nhlbi.30210139
title: Data for "Effect of Load on Non-Muscle Myosin 2 Paralog Filaments in a Biomimetic Contractile Actin Array"

description: Raw figure data for "Effect of Load on Non-Muscle Myosin 2 Paralog Filaments in a Biomimetic Contractile Actin Array"
DOI: 10.25444/nhlbi.30210139.v1
title: Data for "Effect of Load on Non-Muscle Myosin 2 Paralog Filaments in a Biomimetic Contractile Actin Array"

description: Raw figure data for "Effect of Load on Non-Muscle Myosin 2 Paralog Filaments in a Biomimetic Contractile Actin Array"
DOI: 10.3535/7w2-scb-4d0
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2sz-2k4-epb
title: Amphipyra (Amphipyra) tragopoginis (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2x7-wkr-573
title: Agonopterix ocellana Fabricius, 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/v34-753-xve
title: Parascotia fuliginaria (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jhn-kxa-tjf
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dnj-nrh-6jp
title: Hypena crassalis (Fabricius, 1787)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vfw-h9x-d10
title: Xestia (Megasema) triangulum Hufnagel, 1766

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/327-y6z-cyt
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/cnq-tz8-8ar
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0y3-465-g6g
title: Autographa gamma (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/z9m-bws-1r2
title: Eudonia alpina Curtis, 1850

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lrw-fs9-jpe
title: Photedes minima Haworth, 1809

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1hk-px0-qr6
title: Coranarta cordigera Thunberg, 1788

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/bkd-bbk-ayt
title: Conistra (Conistra) vaccinii (Linnaeus, 1761)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fb4-jjm-rrk
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pan-bff-79c
title: Diaphora mendica (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5281/zenodo.15609539
title: StackCounting Dataset: 3D Stacked Objects with Ground-Truth Count and Geometry

description: StackCounting Dataset

This dataset is part of the Counting Stacked Objects project ( Project page | Paper ), presented at ICCV25 (Oral). Most importantly, it includes multi-view images of stacked objects, as well as ground-truth counts. It includes both large-scale synthetic data for training as well as real data for evaluation.

 

Specifically, this repository contains the following 3 datasets:

Stacks-3D-Real:



Multi-view images of stacks with ground-truth counts verified manually (45 scenes)

Segmentation masks of objects and their containers

Human estimations for over 30 participants


Stacks-3D-Synth:



A large-scale synthetic dataset of over 13000 3D stacks

Ground-truth counts and percentage of volume occupied by objects

Multi-View 2D renders and masks

3D meshes of the object and stack (Note: some stack meshes are not included due to size limitations, and the rest need to be decompressed with the python script included in this repository)


Stacks-2D-Real:



A single-view dataset of real-scenes and ground-truth counts (71 scenes)

2D localizations and count of visible objects, i.e. only objects that appear in the image


 

Citation

If you find it useful, please consider citing the associated publication:



@inproceedings{dumery2025counting,   title = {{Counting Stacked Objects}},   author = {Dumery, Corentin and Ett{\'e}, Noa and Fan, Aoxiang and Li, Ren and Xu, Jingyi and Le, Hieu and Fua, Pascal},   booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},   year = {2025}}


This dataset can also directly be cited with:



@misc{dumery2025stackcounting,   title = {StackCounting Dataset},   author = {Dumery, Corentin and Ett{\'e}, Noa and D'Alessandro, Adriano},   year = {2025},   publisher = {Zenodo},   doi = {10.5281/zenodo.15609540},   url = {https://doi.org/10.5281/zenodo.15609540},}