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abnormaldetection

行人异常行为检测系统

abnormaleventdetection

Abnormal Event Detection in Surveillance Systems

anomalydetectioncvpr2018-pytorch

Pytorch version of - https://github.com/WaqasSultani/AnomalyDetectionCVPR2018

awesome-temporal-action-localization

A curated list of temporal action localization/detection and related area (e.g. temporal action proposal) resources.

c3d-pytorch

Pytorch porting of C3D network, with Sports1M weights

denseflow_gpu

Denseflow_GPU modified for opencv4 and with simplified operation

flownetpytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

hidden-two-stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

humanbehaviorbku

Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction

i3d_feature_extraction_resnet

I3D features extractor with resnet50 backbone

materials-temporal-action-detection

temporal action detection: benchmark results, features download etc.

mist_vad

Official codes for CVPR2021 paper "MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection"

models

Models and examples built with TensorFlow

optical-flow-guided-feature-pytorch

Optical Flow Guided Feature for Action Recognition-Pytorch

pytorch-i3d

pytorch-resnet3d

I3D Nonlocal ResNets in Pytorch

real-time-abnormal-events-detection-and-tracking-in-surveillance-system

The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnormal behaviors: Motion influence map, Pattern recognition models, State event model. For multi-camera tracking, we combined a single camera tracking algorithm with a spatial based algorithm.

rtfm

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

terraform-provider-alicloud

Terraform AliCloud provider

tsn-pytorch

Pytorch impelementation for Temporal Segment Networks (TSN) in ECCV 2016

two-stream-pytorch

PyTorch implementation of two-stream networks for video action recognition

vie

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"

violence-detection-with-c3d

Violence Detection using 3D Convolutional Neural Networks

zigbeeresolution-1