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Vivit B 16x2 Kinetics400 UCF Crime Finetuned AbnormalVideosOnly
該模型是基於ViViT架構的視頻分類模型，專門針對異常視頻檢測任務進行了微調
Downloads 15
Release Time : 1/11/2025
Model Overview
基於ViViT架構的視頻理解模型，經過UCF-Crime數據集微調，專注於異常行為檢測
Model Features
視頻異常檢測
專門針對視頻中的異常行為進行檢測和分類
基於Transformer架構
採用ViViT架構，結合了視覺Transformer在視頻理解中的優勢
預訓練-微調範式
基於Kinetics400預訓練，在UCF-Crime數據集上微調
Model Capabilities
視頻分類
異常行為檢測
時空特徵提取
Use Cases
安防監控
監控視頻異常檢測
自動檢測監控視頻中的異常行為或事件
在評估集上準確率為9.62%
視頻分析
視頻內容理解
分析視頻內容並識別異常場景
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