Pinned Repositories
3d_url_survey
(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey
AnomalyGPT
The first LVLM based IAD method!
awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly detection (defect detection). 工业异常检测(瑕疵检测)论文及数据集检索库。
CFA_for_anomaly_localization
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复
ComAD
official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"
EdgRec
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection
FAIR
Frequency-aware Image Restoration for Industrial Visual anomaly detection
memae-anomaly-detection
MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.
Shape-Guided
Shape-Guided Dual-Memory Learning for 3D Anomaly Detection [ICML2023]
liutongkun's Repositories
liutongkun/ComAD
official code for paper entitled "Component-aware anomaly detection framework for adjustable and logical industrial visual inspection"
liutongkun/FAIR
Frequency-aware Image Restoration for Industrial Visual anomaly detection
liutongkun/EdgRec
Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection
liutongkun/memae-anomaly-detection
MemAE for anomaly detection. -- Gong, Dong, et al. "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection". ICCV 2019.
liutongkun/Shape-Guided
Shape-Guided Dual-Memory Learning for 3D Anomaly Detection [ICML2023]
liutongkun/3d_url_survey
(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey
liutongkun/AnomalyGPT
The first LVLM based IAD method!
liutongkun/awesome-industrial-anomaly-detection
Paper list and datasets for industrial image anomaly detection (defect detection). 工业异常检测(瑕疵检测)论文及数据集检索库。
liutongkun/CFA_for_anomaly_localization
liutongkun/ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复
liutongkun/CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
liutongkun/DDAD
liutongkun/dinov2-finetune
Testing adaptation of the DINOv2 encoder for vision tasks with Low-Rank Adaptation (LoRA)
liutongkun/EfficientAD
Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535
liutongkun/HFC
Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks
liutongkun/IM-IAD
liutongkun/mixed-segdec-net-comind2021
Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"
liutongkun/MNAD
An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
liutongkun/Point-MAE
[ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning
liutongkun/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
liutongkun/Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
liutongkun/VAND-APRIL-GAN
CVPR 2023 Workshop VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD