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ab3dmot

Official python implementation for "A Baseline for 3D Multi-Object Tracking"

abnormality-detection

adcsf

Abnormal Event Detection in Videos - video surveillance

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

ano_pred_cvpr2018

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

anomaly-detection

anomaly-detection-1

Dynamic anomaly detection in crowded scene videos using sparse autoencoders

anomaly-detection-in-videos

System detects anomalous frames in a video, using pre-trained CNN, temoral data and one-class SVM.

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.

anomaly_detection

This repository contains all the codes related to the project 'Anomaly Detection in Surveillance Videos'. Codes related to model training, testing, summarization are present along with documentation. The project also uses an analysis method known as Grad-CAM which highlights regions of input, which played a role in the decision making of the model.

bgslibrary

A background subtraction library

caffe-video_triplet

Unsupervised Learning using Videos (ICCV 2015)

cmake

Mirror of CMake upstream repository

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

ddlcn

[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network

deep-feature-flow

Deep Feature Flow for Video Recognition

deep-multimodal-subspace-clustering-networks

Tensorflow implementation of "Deep Multimodal Subspace Clustering Networks"

dsrc

Code for deep sparse representation based classification will be posted here.

dynamic-hdp

face-alignment

Face alignment in 3000 FPS

foreground-segmentation

Pytorch code for "Foreground Segmentation for Anomaly Detection in Surveillance Videos Using Deep Residual Networks" (SBRT 2017)

frame-level-anomalies-in-videos

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

graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

greedydeeptransformlearning

hog3d

Tool for computing 3D descriptors in videos developed in my paper "A spatio-temporal descriptor based on 3D gradients", A. Kläser, M. Marszalek and C. Schmid, published at BMVC 2008

image_process

图像处理算法

image_video_processing-matlab

Matlab script for image and video processing. (In SJTU PAMI Lab 2012.09-2015.03)

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

matlab-tree

A MATLAB class to represent the tree data structure.