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abnormal-spatiotemporal-ae

Codes for "Abnormal Event Detection in Videos using Spatiotemporal Autoencoder".

abnormal_event_detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

anogan

Tensorflow Implementation of AnoGAN (Anomaly GAN)

anomaly-detection

Dynamic anomaly detection in crowded scene videos using sparse autoencoders

anomaly-detection-1

Anomaly detection from surveillence videos using Deep Multiple Instance Learning

anomaly-detection-in-surveillance-videos

Real-World Anomaly Detection in Surveillance Videos

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomaly-event-detection

Work in progress and needs a lot of changes for now. An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.

anomalydetectioncvpr2018

awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

caffe

Caffe: a fast open framework for deep learning.

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

conv-vrnn-for-anomaly-detection

Official implementation of Paper Future Frame Prediction Using Convolutional VRNN for Anomaly Detection, AVSS 2019

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

cvpr2021-paper-code-interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

distribute_mnist

TensorFlow分布式MNIST手写字体识别实例

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

efficient-gan-anomaly-detection

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

flownet2-pytorch-1

Modified FlowNet2 supporting my works on anomaly detection

flownet2-pytorch-easytouse-wrapper

This repository provides a wrapper with very easy usage for Nvidia's Flownet2 Implementation

flownet2-pytorch-easytouse-wrapper-wzg16

flownet2.pytorch

Off-the-shelf FlowNet module in PyTorch-0.3.0

flownetpytorch

Pytorch implementation of FlowNet by Dosovitskiy et al.

frame-level-anomalies-in-videos

Frame level anomaly detection and localization in videos using auto-encoders

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

gym

A toolkit for developing and comparing reinforcement learning algorithms.

icassp2019-latex-template

ICASSP 2019 official Latex template

keras-anomaly-detection

Anomaly detection implemented in Keras