qiubai521

yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

EMO

Emote Portrait Alive: Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

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)。

luminol

Anomaly Detection and Correlation library

Segment-Any-Anomaly

Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".

Mamba-UNet

Mamba-UNet Zoo

CrossFormer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

ScConv

SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy

UniAD

[NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection

Swin-UMamba

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

PyCenterNet

VAND-APRIL-GAN

[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD

RealNet

Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"

WSAD

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

ADer

ADer is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and approaches.

DiAD

Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.

MVFA-AD

[CVPR2024 Highlight] Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images

open-iad

Image anomaly detection benchmark in industrial manufacturing

RetCCL

InCTRL

Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.

SQUID

[CVPR 2023] Deep Feature In-painting for Unsupervised Anomaly Detection in X-ray Images

MambaAD

Official implementation of MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection.

WSI-finetuning

This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.

PV_defect_detection

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning

LKM-UNet

Large Kernel Vision Mamba UNet for Medical Image Segmentation

MRI-U-net

基于U-net和MRI图像的膀胱壁边缘以及膀胱肿瘤检测

AHL

Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.

PathologySearchComparison

histobenchmark

BEFUnet

A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation