Constarium
← Search

Table · dataset · 2026

Supplementary data of<b> OpenSeed: Towards an open-source seed image analysis ecosystem</b>

Listed in figshare

Description

<p dir="ltr">The supplementary data of <b>OpenSeed: Towards an open-source seed image analysis ecosystem</b></p><p dir="ltr">This repository contains the following data files:</p><p dir="ltr">Appendix C: Misclassified species and their recall values for scratch-trained models.</p><p dir="ltr">Appendix D: Misclassified species and their recall values for pre-trained models.</p><p dir="ltr">Appendix E: Dataset description file, contains the scientific species name and corresponding ratio.</p><p dir="ltr">Appendix F (SI-OpenSeed.mp4): A running demo of OpenSeed application developed in this study.</p><p dir="ltr">Appendix G (SI-ZLabel.mp4): Data labeling process via ZLabel software developed in this study.</p><p dir="ltr">Appendix H: Map between dataset images and their parent image IDs.</p><p dir="ltr"><br></p><ul><li>images.tar.xz: Seed image dataset without background created in this study.</li><li>images_with_bg.tar.xz: Seed image dataset with background.</li><li>model weights.7z: Scratch-trained and pre-trained model weights in ONNX format.</li></ul><p dir="ltr">Labels are keeping private during peer-review, will be published until accepted.</p><p><br></p>

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 75%
Provenance · 1 source records, 19 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/310998139 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · figshare comconnector:figshare_com@1.0.0
concepts[field].anzsrc:field:310203mapping · figshare comvocabulary-mapper@1.0.0keywords['Computational ecology and phylogenetics']
concepts[field].anzsrc:field:461103mapping · figshare comvocabulary-mapper@1.0.0keywords['Deep learning']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:earth-environmentalmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:life-sciencesmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:medicine-healthmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:social-sciencemapping · figshare comconnector:figshare_com@1.0.0
concepts[modality].local:modality:imageenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · figshare comconnector:figshare_com@1.0.0/metadata/dc/description
licensesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/rights
publication_datesource · figshare comconnector:figshare_com@1.0.0
titlesource · figshare comconnector:figshare_com@1.0.0/metadata/dc/title