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anomaly-detection-patchsvdd-pytorch

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

cflow-ad

Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

chatgpt-on-wechat

基于大模型搭建的微信聊天机器人，同时支持微信、企业微信、公众号、飞书、钉钉接入，可选择GPT3.5/GPT4.0/Claude/文心一言/讯飞星火/通义千问/Gemini/GLM-4/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。

cs-flow

This is the official repository to the WACV 2022 paper "Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection" by Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn and Bastian Wandt.

differnet

This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows" by Marco Rudolph, Bastian Wandt and Bodo Rosenhahn.

diffusionmodel

Denoising Diffusion Probabilistic Models

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

draem

dsar

AD algorithm

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

f-anogan

Implementation of f-AnoGAN with PyTorch

fastflow

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

hello-world

knowledge_distillation_ad

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

magnetic-tile-defect-datasets.

dataset of the upcoming paper "Saliency of magnetic tile surface defects"

mahalanobisad-pytorch

PyTorch implementation of "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection"

mcl

Official implementation for masked contrastive learning for anomaly detection.(IJCAI-21)

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmediting

OpenMMLab Image and Video Editing Toolbox

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

oc-nn

Repository for the One class neural networks paper

opencv

Open Source Computer Vision Library

os_course_info

OS Lectures 2022 Spring in Dept. CS, Tsinghua Univ.