shyern

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

permatrack

Implementation for Learning to Track with Object Permanence

MCMOT

Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID

LOTVS-DADA

Driver Attention Prediction in Accidental Scenarios

lavad

Official implementation of "Harnessing Large Language Models for Training-free Video Anomaly Detection", CVPR 2024

hf2vad

LOTVS-MM-AU

[CVPR2024 Highlight] The official repo for paper "Abductive Ego-View Accident Video Understanding for Safe Driving Perception"

contextdesc

Implementation of CVPR'19 paper (oral) - ContextDesc: Local Descriptor Augmentation with Cross-Modality Context

pyslam

pySLAM contains a Visual Odometry (VO) pipeline in Python for monocular, stereo and RGBD cameras. It supports many modern local features based on Deep Learning.

tad-IROS2019

Code of the Unsupervised Traffic Accident Detection paper in Pytorch.

MULDE-Multiscale-Log-Density-Estimation-via-Denoising-Score-Matching-for-Video-Anomaly-Detection

STG-NF

Normalizing Flows for Human Pose Anomaly Detection [ICCV 2023]

Detection-of-Traffic-Anomaly

This is the repo for our Detection of Traffic Anomaly (DoTA) dataset.

Accurate-Interpretable-VAD

Attribute-based Representations for Accurate and Interpretable Video Anomaly Detection

HSC_VAD

Official implementation of "Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection"

AED

A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

AED-SSMTL

Anomaly Detection in Video via Self-Supervised and Multi-Task Learning

sspcab

ssmctb

CUVA

[CVPR 2024] Official repository of the paper "Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly"

patchcore-inspection

CPMF

[PR] Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection

Point-MAE

[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning

Anomaly-ShapeNet

Official Anomaly-ShapeNet

Pose-Transfer-PSSIM

Human pose transfer

mamba

Mamba SSM architecture

M3DM

Real3D-AD

[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.

RD4AD

Anomaly Detection via Reverse Distillation from One-Class Embedding

Awesome-Out-Of-Distribution-Detection

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc