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Supplementary data of OpenSeed: Towards an open-source seed image analysis ecosystem

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Figshare2026-01-20 更新2026-04-28 收录
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The supplementary data of OpenSeed: Towards an open-source seed image analysis ecosystemThis repository contains the following data files:Appendix C (SI-1.xlsx): Detailed class-wise confusion matrices of scratch-trained models.Appendix D (SI-2.xlsx): Error predictions for each scratch-trained models.Appendix E (SI-3.xlsx): Detailed class-wise confusion matrices of pre-trained models.Appendix F (SI-4.xlsx): Error predictions for each pre-trained models.Appendix G (SI-5.xlsx): Dataset description file, contains the scientific species name and corresponding ratio.Appendix H (SI-OpenSeed.mp4): A running demo of OpenSeed application developed in this study.Appendix I (SI-ZLabel.mp4): Data labeling process via ZLabel software developed in this study.images.tar.xz: Seed image dataset without background created in this study.images_with_bg.tar.xz: Seed image dataset with background.model weights.7z: Scratch-trained and pre-trained model weights in ONNX format.Labels are keeping private during peer-review, will be published until accepted.
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2026-01-20
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