cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3hqpft
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus L.",
 "Country is Kyrgyzstan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104049-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qg7-v91-hcl
title: Bathyporeia pelagica (Spence Bate, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rex-abk-4e6
title: Nototropis swammerdamei (H. Milne Edwards, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gm8-sqx-jcn
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4s-d4e-chm
title: Oniscus asellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hdn-jd0-4ky
title: Gammarus locusta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q7y-yp3-5y6
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nk-rle-wda
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/llt-77c-2pf
title: Idotea linearis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g8z-wtd-9kz
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vf5-pze-bwz
title: Leptostylis weddelli Petrescu & Wittmann, 2003

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/drt-lat-t8l
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4t-n0q-8t6
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whf-ftp-tdn
title: Leucon (Leucon) mediterraneus Sars, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gaz-cmc-1lx
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6g-61t-ywh
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bgw-gqz-hyh
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.b4znab
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus L.",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104047-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ad1-29w-zl6
title: Diastylis bradyi Norman, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1e-e7y-y9v
title: Diastylis bradyi Norman, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gc-pv7-07v
title: Isocladus tristense (Leach, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxy-92v-96g
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25l-avs-kw7
title: Bopyrus crangorum (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ad-m97-xam
title: Anilocra physodes (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.kg3kxa
title: Occurrence Download

description: A dataset containing 593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus L.",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 593 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104048-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gzb-0jh-s3c
title: Orchestia gammarellus (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qt0-pm2-q9a
title: Cancricepon pilula Giard & Bonnier, 1887

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.5c8tm6
title: Occurrence Download

description: A dataset containing 32426 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Ecuador",
 {
 "and" : [
 "Country is Ecuador",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingCountry is one of (Ecuador)",
 "BasisOfRecord is one of (Specimen)",
 "StateProvince is one of (galápagos)"
 ]
 }
 ]
}

 The dataset includes 32426 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104045-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/39t-vb1-y92
title: Melita palmata (Montagu, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cwm-3ml-aql
title: Corophium multisetosum Stock, 1952

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7rh-4nq-3v1
title: Ceratothoa banksii (Leach, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sp9-zc7-n1s
title: Melita palmata (Montagu, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q5-as4-631
title: Santia hispida (Vanhöffen, 1914)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7am-t72-n69
title: Idotea balthica (Pallas, 1772)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kkm-6cn-8c5
title: Bopyrus crangorum (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/633-yhk-8cr
title: Anilocra physodes (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93e-93h-yaq
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jnk-h6k-amz
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z68-9s2-mq3
title: Calconiscellus karawankianus (Verhoeff, 1908)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/61z-yzc-x4h
title: Haplophthalmus danicus danicus Budde-Lund in Meinert, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g0g-vfq-bct
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ga-g5v-l88
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j0d-1j0-9qc
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ftp-jq6-m54
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4c1-pxp-qh1
title: Squilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6s-s73-tqn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bgs-g2b-g2v
title: Halophiloscia couchii (Kinahan, 1858)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fgx-wzp-8p8
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y75-mxk-dbh
title: Oratosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dz4-tyl-msv
title: Squilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzw-lhf-f6w
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29497235.v1
title: Underwater Drowning Detection Dataset

description: <b>Underwater Drowning Detection Dataset</b><br>This dataset contains 5,613 manually annotated underwater images for drowning detection research, captured in controlled swimming pool environments. It provides a balanced distribution of three behavioral states:<b>Swimming</b> (1,871 images)<b>Struggling</b> (1,871 images)<b>Drowning</b> (1,871 images)All images were collected under real underwater conditions and annotated for object detection tasks using the YOLO format.<b>Key Features</b>High-resolution underwater images (640×640 pixels, RGB)YOLO <code>.txt</code> annotations with bounding boxes for three behavior classesBalanced class distribution to minimize model biasData collected ethically with lifeguard supervision and participant consentIncludes realistic challenges such as water distortion and lighting variability<b>Technical Details</b><b>Total Images:</b> 5,613<b>Training/Validation Split:</b> 4,488 / 1,125<b>Classes:</b> Swimming, Struggling, Drowning<b>Format:</b> JPEG + YOLO annotation files<b>Resolution:</b> 640×640 pixels<b>Baseline Performance:</b> YOLOv8n achieved 97.5% mAP@50 on this dataset<b>Dataset Folder Structure</b>datasets/<br>├── images/<br>│ ├── train/<br>│ │ ├── frame_00001.jpg<br>│ │ └── ...<br>│ └── val/<br>│ ├── frame_04489.jpg<br>│ └── ...<br>│<br>├── labels/<br>│ ├── train/<br>│ │ ├── frame_00001.txt<br>│ │ └── ...<br>│ └── val/<br>│ ├── frame_04489.txt<br>│ └── ...<br>│<br>├── classes.txt<br>├── README.md<br><b>Use and Applications</b><br>This dataset is designed to support the development and evaluation of real-time AI systems for aquatic safety, including:Drowning detection modelsMulti-class object detection in underwater environmentsResearch in underwater computer vision and human activity recognition<b>Citation</b><br>If you use this dataset, please cite:<br><pre>graphqlCopyEdit<pre>@dataset{underwater_drowning_detection_2025,<br> title = {Underwater Drowning Detection Dataset},<br> author = {Hamad Alzaabi and Saif Alzaabi and Sarah Kohail},<br> year = {2025},<br> publisher = {Figshare},<br> note = {Manually annotated underwater images for drowning detection research}<br>}<br></pre></pre>Please also cite the related publication:<br><br>mathematicaCopyEdit<pre>@inproceedings{Alzaabi2025,<br> author = {Hamad Alzaabi and Saif Alzaabi and Sarah Kohail},<br> title = {Multi‑Swimmer Drowning Detection Using a Custom Annotated Underwater Dataset and Real‑Time AI},<br> booktitle = {Proceedings of the International Conference on Image Analysis and Processing (ICIAP)},<br> year = {2025}<br>}</pre>
DOI: 10.3535/5np-qxs-rnk
title: Upogebione phuketensis Markham, 1985

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8a9-64c-v32
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5za-cg8-xgq
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8n-msm-kmf
title: Schismadillo holthuisi Vandel, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tj4-683-697
title: Ligia hawaiensis Dana, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p03-yra-rke
title: Haplophthalmus danicus danicus Budde-Lund in Meinert, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2j-eey-5rq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ab-yjt-nen
title: Oniscus asellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wbf-qe6-rxn
title: Armadillidium alassiense Verhoeff, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24t-kh2-0z1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/999-kvh-yqb
title: Nannastacus unguiculatus (Bate, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpe-p97-52e
title: Elasmopus A. Costa, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e1g-4ld-wfh
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f02-ynq-0hw
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0w-n5p-0n6
title: Cylisticus convexus (De Geer, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7z-8qb-029
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/va6-2vp-j3l
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03k-frc-nme
title: Idotea linearis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.13145/bacdive169556.20251217.10
title: Vibrio splendidus (Beijerinck 1900) Baumann et al. 1981

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/f02ny1qd
title: VITON-HD

description: Virtual try-on focuses on adjusting the given clothes to fit a specific person seamlessly while avoiding any distortion of the patterns and textures of the garment. The clothing identity uncontrollability and training inefficiency of existing diffusion-based methods, which struggle to maintain the identity even with full parameter training, are significant limitations that hinder the widespread applications.
DOI: 10.13145/bacdive169557.20250331.9.3
title: Vibrio splendidus (Beijerinck 1900) Baumann et al. 1981

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169557.20251217.10
title: Vibrio splendidus (Beijerinck 1900) Baumann et al. 1981

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/zukvli5c
title: LV1 Benchmark Distribution Grid

description: The dataset used for the benchmark distribution grid, based on the LV1 network of simbench.
DOI: 10.13145/bacdive169558.20241212.9.2
title: Bacteroides ndongoniae Andrieu et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169558.20251217.10
title: Bacteroides ndongoniae Andrieu et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169559.20241212.9.2
title: Bacteroides mediterraneensis Andrieu et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169559.20251217.10
title: Bacteroides mediterraneensis Andrieu et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/ulvxkwru
title: PhyPartNet

description: PhyPartNet is a large-scale 3D-linguistic dataset for robotic grasping, featuring 195K object instances with varying physical properties and human preferences.
DOI: 10.13145/bacdive169560.20241212.9.2
title: Propioniciclava sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/fyi4fmry
title: BBC News dataset

description: The BBC News dataset was used for sentiment analysis of news articles.
DOI: 10.13145/bacdive169560.20251217.10
title: Propioniciclava sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169561.20250331.9.3
title: Dethiosulfovibrio faecalis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169561.20251217.10
title: Dethiosulfovibrio faecalis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169562.20250331.9.3
title: Toxifilum mysidocida Zimba et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169562.20251217.10
title: Toxifilum mysidocida Zimba et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/k40qppz6
title: Identification of Anomalous Diffusion Sources by Unsupervised Learning

description: Fractional Brownian motion (fBm) is a ubiquitous diffusion process in which the memory effects of the stochastic transport result in the mean squared particle displacement following a power law, ςr2 ± tα, where the diffusion exponent α characterizes whether the transport is subdiffusive, (\u03b1 &lt; 1), diffusive (\u03b1 = 1), or superdiffusive, (\u03b1 &gt; 1).
DOI: 10.13145/bacdive169563.20241212.9.2
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169563.20251217.10
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/lv2fkwwh
title: Clinical Covariates

description: Clinical covariates for patients exposed to statins
DOI: 10.13145/bacdive169564.20250331.9.3
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169564.20251217.10
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169565.20241212.9.2
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169565.20251217.10
title: Chlamydia sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/kf4wlt4w
title: Validation dataset of 3D electronic systems

description: Validation dataset of 3D electronic systems with complex geometries and varying material properties.
DOI: 10.13145/bacdive169566.20250331.9.3
title: Oceanitalea stevensii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/pu8udw13
title: InstructHumans

description: A novel framework for instruction-driven 3D human texture editing
DOI: 10.13145/bacdive169566.20251217.10
title: Oceanitalea stevensii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169567.20250331.9.3
title: Mucispirillum schaedleri Robertson et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169567.20251217.10
title: Mucispirillum schaedleri Robertson et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169568.20241212.9.2
title: Mycobacterium abscessus subsp. massiliense (Adékambi et al. 2006) Tortoli et al. 2016 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/7pbjcrth
title: NoisyOffice dataset

description: The proposed model EraseNet is evaluated on two datasets: NoisyOffice dataset and a custom dataset created in-house.
DOI: 10.13145/bacdive169568.20251217.10
title: Mycobacterium abscessus subsp. massiliense (Adékambi et al. 2006) Tortoli et al. 2016 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/9gs720u1
title: A baseline for detecting misclassified and out-of-distribution examples in neural networks

description: A baseline for detecting misclassified and out-of-distribution examples in neural networks.
DOI: 10.13145/bacdive169569.20241212.9.2
title: Mycobacterium abscessus subsp. massiliense (Adékambi et al. 2006) Tortoli et al. 2016 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169569.20251217.10
title: Mycobacterium abscessus subsp. massiliense (Adékambi et al. 2006) Tortoli et al. 2016 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.