RSDDs:铁轨表面缺陷数据集

上传者: 63961628 | 上传时间: 2025-08-15 11:29:49 | 文件大小: 4.3MB | 文件类型: ZIP
数据集介绍 RSDDs数据集包含两种类型的数据集:第一种是从快车道捕获的I型RSDDs数据集,其中包含67个具有挑战性的图像。第二个是从普通/重型运输轨道捕获的II型RSDDs数据集,其中包含128个具有挑战性的图像。 两个数据集的每幅图像至少包含一个缺陷,并且背景复杂且噪声很大。 RSDDs数据集中的这些缺陷已由一些专业的人类观察员在轨道表面检查领域进行了标记。 RSDDs数据集是由快车道上捕获的I型数据集和普通/重型运输轨道上捕获的II型数据集组成,共包含195幅具有挑战性的图像。其中,I型数据集包含67幅图像,II型数据集包含128幅图像。这些图像的特点是每幅图像至少包含一个铁轨表面缺陷,且背景复杂、噪声大。数据集中的铁轨表面缺陷已经由专业的人类观察员在轨道表面检查领域进行了标记。 RSDDs数据集的创建,旨在为铁轨表面缺陷检测提供一个具有挑战性的测试平台。在铁路运输中,铁轨的安全性对于确保列车安全运行至关重要。铁轨表面缺陷的存在可能会导致列车运行不稳定,甚至发生事故。因此,及时发现并修复铁轨表面的缺陷,是保障铁路运输安全的重要措施。 然而,铁轨表面的缺陷检测并不是一件容易的事情。铁轨所处的环境复杂,可能存在各种噪声干扰。此外,铁轨表面缺陷的种类繁多,包括裂纹、磨耗、压坑等各种类型。因此,需要一种高效、准确的方法来检测这些缺陷。 RSDDs数据集的提出,正是为了解决这个问题。通过提供一个包含各种类型铁轨表面缺陷的真实数据集,RSDDs数据集可以帮助研究人员和工程师开发出更高效的铁轨表面缺陷检测算法。同时,RSDDs数据集也具有挑战性,因为它的图像背景复杂,噪声大,这使得缺陷检测更加困难。 RSDDs数据集是一个具有重要实际应用价值的测试平台。它的出现,将有助于推动铁轨表面缺陷检测技术的发展,对于提高铁路运输的安全性具有重要意义。

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