LucaZou/anomaly-detection-app

Anomaly Detection App 是一个基于 Python 和 PyQt5 的桌面应用程序，旨在通过深度学习模型（如SimpleNet）进行图像异常检测。

Language: Python - Size: 145 KB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

MaticFuc/ECCV_TransFusion

Official implementation of the ECCV 2024 paper: TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection

Language: Python - Size: 4.13 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 34 - Forks: 2

eliahuhorwitz/3D-ADS

Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper (VAND Workshop - CVPR 2023).

Language: Python - Size: 790 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 125 - Forks: 14

shafieiali42/PromptAD-Robustness

Evaluation of PromptAD’s robustness under various image corruptions for few-shot anomaly detection.

Language: Jupyter Notebook - Size: 315 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Pangoraw/SemiOrthogonal

:toothbrush: Unofficial re-implementation of Semi-orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

Language: Python - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 25 - Forks: 4

Pangoraw/PaDiM

:dolphin: Re-implementation of PaDiM and code for the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"

Language: Python - Size: 108 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 4

LuigiFederico/PatchCore-for-Industrial-Anomaly-Detection

PatchCore method for Industrial Anomaly Detection + CLIP

Language: Python - Size: 6.73 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 19 - Forks: 3

liznerski/eoe

Repository for the Exposing Outlier Exposure paper

Language: Python - Size: 5.51 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 10 - Forks: 3

rvorias/ind_knn_ad

Vanilla torch and timm industrial knn-based anomaly detection for images.

Language: Python - Size: 10.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 146 - Forks: 47

SulekBartek/Anomaly_detection_MVtec

Anomaly detection autoencoder model with a focus on industrial images inspection.

Language: Jupyter Notebook - Size: 71.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

Loai-Houmane/2D-Anomaly-Detection

This project detects anomalies in 2D data using PyTorch for model training and Flutter for a cross-platform application. Key features include 📊 pre-trained models, a 📱 Flutter mobile app that shows heat maps, a 🌐 Flask server backend, and a 🖥️ Tkinter desktop app.

Language: Python - Size: 1.08 MB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

GNOEYHEAT/PatchCore_transistor

반도체 소자 이상 탐지 AI 경진대회, DACON (2024.02.05 ~ 2024.03.04)

Language: Python - Size: 652 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

Runinho/pytorch-cutpaste

unoffical and work in progress PyTorch implementation of CutPaste

Language: Python - Size: 793 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 221 - Forks: 52

areylng/SPADE-MVTEC-LOCO-AD-dataset

Using SPADE for anomaly detection on MVTEC LOCO AD dataset

Language: Python - Size: 5.71 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

frankvalli/Student-Teacher-Feature-Pyramid-Matching-for-Anomaly-Detection

This repository is an unofficial implementation of the network described in Wang, G., Han, S., Ding, E., & Huang, D. (2021). Student-Teacher Feature Pyramid Matching for Anomaly Detection. The British Machine Vision Conference (BMVC).

Language: Python - Size: 3.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

plutoyuxie/AutoEncoder-SSIM-for-unsupervised-anomaly-detection-

Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders

Language: Python - Size: 325 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 121 - Forks: 26

francescodalmonte/STPM-pkg

Student-Teacher Feature Pyramid Matching for AD - Unofficial implementation

Language: Python - Size: 55.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

plutoyuxie/Reconstruction-by-inpainting-for-visual-anomaly-detection

This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).

Language: Jupyter Notebook - Size: 771 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 83 - Forks: 17

liznerski/fcdd

Repository for the Explainable Deep One-Class Classification paper

Language: Python - Size: 3.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 210 - Forks: 57

gudovskiy/cflow-ad

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

Language: Python - Size: 815 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 207 - Forks: 55

ORippler/gaussian-ad-mvtec

Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020

Language: Python - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 93 - Forks: 17

LeapMind/MLF-SC

Anomaly detection method that incorporates multi-scale features to sparse coding

Language: Python - Size: 114 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 9

Necolizer/Anomaly-Detection-Using-KolektorSDD-Dataset

Reorganize KolektorSDD dataset as MVTecAD dataset's format. Report SOTA anomaly detection models in KolektorSDD.

Language: Python - Size: 1.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

b3r8/mvtec_data_loader

Data loader for the MVTec dataset, a comprehensive real-world dataset for Unsupervised Anomaly Detection

Language: Jupyter Notebook - Size: 43 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0

jnhwkim/orthoad

Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

Language: Python - Size: 51.8 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 5

fabiocarrara/cbigan-ad

Code to reproduce 'Combining GANs and AutoEncoders for efficient anomaly detection'

Language: Python - Size: 82 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 27 - Forks: 4

xiahaifeng1995/FAVAE-anomaly-detection-localization-master

This is an unofficial implementation of ' Anomaly localization by modeling perceptual features'

Language: Python - Size: 914 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 3

ssuncheol/mvtec-ad-anomaly-detection

Language: Python - Size: 58.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Karel911/MVtec_AD-anomaly-detection

The solutions for the dacon competition (1st place).

Language: Python - Size: 29.7 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

jneuhauser/anomaly-detecting-autoencoders

Source code for my master thesis "Anomaly detection with Convolutional Autoencoder"

Language: Jupyter Notebook - Size: 158 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0