Can I read Holmes-VAD: Explainable Video Anomaly Detection on EtoBox?
Holmes-VAD: Explainable Video Anomaly Detection by 周炎兵 is a document available to read on EtoBox.
What is Holmes-VAD: Explainable Video Anomaly Detection about?
The document introduces Holmes-VAD, a novel framework for Video Anomaly Detection (VAD) that aims to provide unbiased detection and explainability by leveraging a large-scale multimodal dataset called VAD-Instruct50k. This dataset is created through a semi-automatic labeling process that includes single-frame annotations for untrimmed videos and explanatory text for detected anomalies. Extensive experiments demonstrate that Holmes-VAD outperforms existing methods in both detection accuracy and interpretabil
- Author
- 周炎兵
- Language
- EN