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Mar, 2021
2020年丹麦真菌:不只是另一个图像识别数据集
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset
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Lukáš Picek, Milan Šulc, Jiří Matas, Jacob Heilmann-Clausen, Thomas S. Jeppesen...
TL;DR
本文介绍了一项新的细粒度数据集和基准,即丹麦真菌2020(DF20),并使用元数据改进分类方法,最终的基准测试表明最近的视觉Transformer(ViT)对于分类具有比CNN基线更好的结果。
Abstract
We introduce a novel
fine-grained dataset
and benchmark, the
danish fungi 2020
(DF20). The dataset, constructed from observations submitted to the Danish Fungal Atlas, is unique in its taxonomy-accurate class lab
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