GlottisNetV2 - Time variant training and testing data
收藏Mendeley Data2024-05-17 更新2024-06-28 收录
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https://zenodo.org/records/6938457
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资源简介:
Here we provide time variant training and testing data for the GlottisNetV2 study. In particular, this dataset relies on the benchmark for automatic glottis segmentation (BAGLS dataset). This three-dimensional data (time, y, x) is used for experiments involving deep neural networks capable of processing time-variant data. Each folder contains videos each with the following data: Endoscopic video as mp4 (*.mp4) Glottis segmentation as mask-file (hdf5 container, *.mask) Glottis segmentation as mp4 file (*_mask.mp4) Metadata as JSON file (*.meta) Glottal midline annotation as JSON file (*.points)
本研究为GlottisNetV2模型提供了时变训练与测试数据集。具体而言,本数据集依托于自动声门分割基准数据集(BAGLS dataset)。该数据集为三维数据(维度依次为时间、y轴、x轴),可用于支持可处理时变数据的深度神经网络相关实验。每个文件夹内包含多组视频数据,且每组视频数据均对应如下类型的文件:mp4格式的内窥镜视频(*.mp4)、以HDF5容器格式存储的声门分割掩码文件(*.mask)、mp4格式的声门分割掩码可视化视频(*_mask.mp4)、JSON格式的元数据文件(*.meta)以及JSON格式的声门中线标注文件(*.points)。
创建时间:
2023-06-28



