Occupied-By-Aurora

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

objectdetection_script

一些关于目标检测的脚本的改进思路代码，详细请看readme.md

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

anomalib

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

X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other awesome models.

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

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)。

patchcore-inspection

PatchCore_anomaly_detection

Unofficial implementation of PatchCore anomaly detection

RegAD

[ECCV2022 Oral] Registration based Few-Shot Anomaly Detection

cv_related_collections

TransEditor

[CVPR 2022] TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing

dcface

HyperInverter

HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)

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.

DeltaEdit

DFMGAN

[AAAI 2023] Official implementation of "Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation".

DFFT

AGE

A implementation of Attribute Group Editing for Reliable Few-shot Image Generation (CVPR 2022)

DE-CondDETR

Official Implementation of DE-CondDETR and DELA-CondDETR in "Towards Data-Efficient Detection Transformers"

patchcore-few-shot

Implementation of our paper "Optimizing PatchCore for Few/many-shot Anomaly Detection"

PatchCore-for-Industrial-Anomaly-Detection

PatchCore method for Industrial Anomaly Detection + CLIP

synthetic-fruit-image-generator

Use a CGAN to generate synthetic images of healthy and unhealthy lemons

Anomaly-Clustering

An unofficial implementation using Pytorch for "Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types". Improve the algorithm with DINO pretrained ViT. Implement algorithms based on PatchCore.

Surface_defect_image_generation_with_DCGAN

PatchCore

Unsupervised Anomaly detection by PatchCore

coreset_distribution

This is code for anomaly detection/localization using Patchcore and probabilistic distribution

PatchCore2.0.

Anomaly detection exam project for "Advance Machine Learning", Politecnico di Torino