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Name: @tanglei
Type: User
Name: @tanglei
Type: User
AnomalyNet: An Anomaly Detection Network for Video Surveillance, IEEE Trans Information Forensics and Security 2019
A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018
Detect Anomaly in UCSD dataset with CNN Autoencoders and 2-layered LSTMs
Abnormality detection on UCSD pedestrian dataset using Deep-belief networks.
Unsupervised deep learning system for local anomaly event detection in crowded scenes
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
The source code of ECCV18 'Flow-Grounded Spatial-Temporal Video Prediction from Still Images'.
[BMVC 2021] A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark
GAAL-based Outlier Detection
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
An re-implementation of CVPR2019 paper "Side Window Filtering" using gaussian kernel.
Graph Embedded Pose Clustering for Anomaly Detection
「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!
KMS-pico I use
😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
Official codes of CVPR21 paper: Learning Normal Dynamics in Videos with Meta Prototype Network
Code for the CVPR 2020 paper 'Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm'
Optical flow and other tricks in OpenCV
This is a small program demonstrating object tracking in a video stream. Lucas Kanade optical flow algorithm is used to find the pixels from one frame to another.
Image-to-image translation with conditional adversarial nets
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
I3D Nonlocal ResNets in Pytorch
Pytorch Re-implement of ano_pre_cvpr2018, flownet2 / lite-flownet used.
2D and 3D(volume) verison of Residual Attention Network
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.