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Videomae Base Finetuned Ssv2 Finetuned Ucfcrime Ep10
基于VideoMAE架构的视频理解模型，在SSv2数据集预训练后针对UCF-Crime数据集微调
Downloads 243
Release Time : 7/10/2023
Model Overview
该模型是视频理解专用模型，专注于视频内容分析，可能适用于异常行为检测等安防场景
Model Features
视频特征提取
基于掩码自编码预训练，能有效捕捉视频时空特征
异常检测优化
在UCF-Crime数据集上微调，针对安防场景优化
高效训练
采用线性学习率调度和预热策略，训练效率较高
Model Capabilities
视频内容理解
异常行为识别
时空特征提取
Use Cases
智能安防
暴力行为检测
识别监控视频中的暴力行为
评估准确率80.04%
异常事件预警
实时检测公共场所异常事件
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