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Table 7 Various datasets

From: Intelligent video surveillance: a review through deep learning techniques for crowd analysis

Dataset Type/purpose Model/schema used
ImageNet2012 Images  
PASCAL VOC Images  
Frames Labeled In Cinema (FLIC) Popular holywood movies  
Leeds Sports Pose (LSP) Sports people gathered from FLICKR  
CAVIAR Used for event detection of surveillance domain Threshold Model used for spatio temporal motion analysis and Bag of Actions for reducing search space [1]
BEHAVE Used for event detection of surveillance domain Threshold Model used for spatio temporal motion analysis and Bag of Actions for reducing search space [1]
YTO Videos collected from YouTube  
i-LIDS sterile zone People detection Intrusion detection system with global features [91]
PETS 2001 Images Intrusion detection system with global features [91]
MoSIFT Movie dataset  
STIP Hockey dataset  
MediaEval 2013 dataset Collection of movies  
UCSD pedestrian Pedestrian walkway Convolutional auto-encoder model [12]