遇见数据集

WearFormer-MO: Code, Model Snapshot and Evaluation Cells for TBM Disc-Cutter Wear Vision Measurement

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Zenodo2026-05-26 更新2026-05-29 收录
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Code, frozen model snapshot, and full evaluation outputs (1500 per-config cells, aggregated metrics, figure data, cached SWAG ViT-B/16 features) accompanying the manuscript 'Vision Measurement of TBM Disc-Cutter Wear Using Reliability-Weighted Multi-View Aggregation and Ordinal-Metric Estimation' submitted to Measurement Science and Technology (2026). The image dataset (5.2 GB) will be added in a subsequent version of this record once the industrial co-author institutions complete their public-release authorisation. Headline numbers (8-view inference, 5-seed mean): ICS protocol MAE 0.33 mm and R² 0.987; LOCO protocol on unseen cutters MAE 2.44 mm and R² 0.80.

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Zenodo
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2026-05-26
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