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Videomae Base Finetuned Ucf Crime2
基於VideoMAE基礎模型在UCF-Crime數據集上微調的視頻分析模型，用於異常行為檢測
Downloads 16
Release Time : 5/30/2023
Model Overview
該模型是基於VideoMAE架構的視頻理解模型，專門針對犯罪場景檢測任務進行優化，能夠分析視頻內容並識別異常行為
Model Features
視頻異常檢測
專門針對犯罪場景和異常行為檢測優化的視頻理解能力
自監督預訓練
採用VideoMAE的自監督預訓練方法，學習有效的視頻表示
高效微調
在特定任務上進行了精細調優，平衡了計算效率和檢測精度
Model Capabilities
視頻內容分析
異常行為識別
犯罪場景檢測
Use Cases
公共安全
監控視頻分析
自動分析監控視頻中的異常行為
在驗證集上達到0.52的準確率
智能安防系統
集成到安防系統中即時檢測可疑活動
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