Table · dataset · 2026
Supplementary data of<b> OpenSeed: Towards an open-source seed image analysis ecosystem</b>
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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>
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Where it is published
- DOI doi.org/10.6084/m9.figshare.31099813.v2 ↗
DOI / persistent id · from figshare com
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
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Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Computational ecology and phylogenetics · Computer Science & AI · Deep learning · Earth & Environmental Science · Economics & Finance · Engineering · Humanities · Life Sciences · Medicine & Health · Ocean & Atmospheric Science · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 19 field assertions
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