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Parasitic Egg Dataset

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arXiv2022-03-06 更新2024-06-21 收录
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资源简介:
Parasitic Egg Dataset是由朱拉隆功大学创建的一个公开可用数据集,包含2907张来自不同设备的显微镜图像,涵盖5种寄生虫卵类别。该数据集的创建旨在通过深度学习技术提高寄生虫卵检测的准确性和效率,解决传统人工检测方法的耗时和主观性问题。数据集的图像质量多样,包括不同程度的模糊和光照变化,模拟真实世界中可能遇到的各种条件。该数据集的应用领域主要集中在医疗诊断,特别是在资源有限或专家不足的地区,以实现快速和准确的寄生虫卵检测。

Parasitic Egg Dataset is a publicly available dataset developed by Chulalongkorn University. It contains 2907 microscopic images acquired from various devices, covering 5 categories of parasite eggs. This dataset was created to enhance the accuracy and efficiency of parasite egg detection using deep learning technologies, addressing the drawbacks of time consumption and subjectivity associated with traditional manual detection methods. The images in this dataset have diverse quality, including varying degrees of blur and illumination variations, simulating a wide range of real-world conditions that may be encountered in practice. Its primary application fields focus on medical diagnosis, especially in regions with limited healthcare resources or a shortage of professional experts, to enable rapid and accurate parasite egg detection.
提供机构:
布里斯托大学视觉信息实验室, 英国 ‖ 朱拉隆功大学, 曼谷, 泰国
创建时间:
2022-03-06
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