jeonggg119

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

Surface-Defect-Detection

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

awesome-industrial-anomaly-detection

Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

Awesome-person-re-identification

Awesome Person Re-identification

AnomalyGPT

[AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models

SeeAct

[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).

ano_pred_cvpr2018

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

SimpleNet

ADRepository-Anomaly-detection-datasets

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

EfficientAD

Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535

AnomalyCLIP

Official implementation for AnomalyCLIP (ICLR 2024)

WinClip

[CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".

WSAD

A Collection of Resources for Weakly-supervised Anomaly Detection (WSAD)

Awesome-cross-modality-person-re-identification

Awesome Cross-modality Person Re-identification

FastFlow

EfficientAD

unofficial version of EfficientAD

VadCLIP

VadCLIP official Pytorch implementation

SOTA-Deep-Anomaly-Detection

List of implementation of SOTA deep anomaly detection methods

LLCM

[CVPR 2023] Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification

PromptAD

Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection

Accurate-WinCLIP-pytorch

Accurate reimplementation of WinCLIP (pytorch version)

PEL4VAD

Official code for "Learning Prompt-Enhanced Context features for Weakly-Supervised Video Anomlay Detection" (IEEE-TIP)

MPANet

The official implementation for Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification (CVPR21)

msflow

The official code for "MSFlow: Multi-Scale Normalizing Flows for Unsupervised Anomaly Detection"

PyramidFlow

[CVPR 2023] PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow

autoFlow

A sequence normalizing flow framework with memory saving, automatic Jacobian tracking, and object-oriented programming features.

ComAD

official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"

ReConPatch-TF

WIP: Unofficial Tensorflow 2.x Implementation of ReConPatch (https://arxiv.org/abs/2305.16713)

AnoVL

SINBAD

A method for detecting anomalies consisting of unusual combinations of normal elements using set features