遇见数据集

Validation Videos and eXplainable levels used in the Validation of the Conflict Detection and Resolution Use Case (ARTIMATION)

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Mendeley Data2024-05-10 更新2024-06-29 收录
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This dataset contains the explaination levels and the video used in the validation of the Conflict Detection and Resolution (CD&R) use case. The solution are computed by a Genetic Algorithm developped by Nicolas Durand. Inside the dataset, one can find: -One archive, " Validation_Videos_Traffic.zip ", containing the video of traffic of every scenario. -One archive, " Validation_XAI_levels.zip", containing the Blackbox, Heatmap, and Storyboard eXplainable levels for each scenario. The videos and XAI levels are used in the validation exercice.

本数据集包含冲突检测与解决(Conflict Detection and Resolution,CD&R)用例验证环节所使用的解释层级与视频素材。该验证方案由Nicolas Durand开发的遗传算法(Genetic Algorithm)计算生成。数据集内含以下内容: —— 压缩包"Validation_Videos_Traffic.zip",收录所有场景的交通场景视频; —— 压缩包"Validation_XAI_levels.zip",内含各场景的黑箱、热力图与故事板可解释(eXplainable AI,XAI)层级; 上述视频与可解释AI层级均用于本次验证实验。

创建时间:
2023-06-28
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