Vanilla torch and timm industrial knn-based anomaly detection for images.
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Updated
Oct 4, 2024 - Python
Vanilla torch and timm industrial knn-based anomaly detection for images.
PatchCore method for Industrial Anomaly Detection + CLIP
Repository for the Exposing Outlier Exposure paper
Anomaly detection autoencoder model with a focus on industrial images inspection.
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.
반도체 소자 이상 탐지 AI 경진대회, DACON (2024.02.05 ~ 2024.03.04)
unoffical and work in progress PyTorch implementation of CutPaste
Godot C# frontend and FastApi pytorch backend for detecting anomaly region in MVTec dataset.
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).
Repository for the Explainable Deep One-Class Classification paper
Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"
Reorganize KolektorSDD dataset as MVTecAD dataset's format. Report SOTA anomaly detection models in KolektorSDD.
Thesis project about Visual Anomaly Detection based on Self Supervised Learning. The model identifies anomalies from information acquired during training, where normality and anomaly patterns are built using syntetic data
🐬 Re-implementation of PaDiM and code for the article "Weakly Supervised Detection of Marine Animals in High Resolution Aerial Images"
EfficientNetV2 based PaDiM
Official Implementation for the "Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection" paper.
Code underlying our publication "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection" at ICPR2020
Using SPADE for anomaly detection on MVTEC LOCO AD dataset
Keras implementation of AnoGAN model.
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