WH-HuanWang / Defect-GLMLinks
Defect-GLM:A Large Visual-Language Model for Industrial Defect Monitoring|首个用于工业缺陷监测的开源大规模视觉语言模型
☆92Updated last year
Alternatives and similar repositories for Defect-GLM
Users that are interested in Defect-GLM are comparing it to the libraries listed below
Sorting:
- Open-sourced codes, IAD vision-language datasets and pre-trained checkpoints for Myriad.☆92Updated 4 months ago
- Industrial Defect Diffusion Model (NOT JUST INDUSTRIAL DEFECT~), support DDPM, DDIM and multi-GPU distributed training. 分布式训练,生成模型,扩散模型☆16Updated 2 years ago
- mobile phone screen surface defect segmentation (detection) dataset.☆62Updated last year
- ☆61Updated last week
- The official implementation of AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP☆188Updated 5 months ago
- We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.☆94Updated 6 months ago
- Photovoltaic cell defect detection☆117Updated last week
- Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Promp…☆196Updated 4 months ago
- (ICCV 2025) DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup☆44Updated last month
- [AAAI-2024] Offical code for <Unsupervised Continual Anomaly Detection with Contrastively-learned Prompt>.☆109Updated last year
- Unofficial implementation of "Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection"☆19Updated 5 months ago
- ☆108Updated 4 months ago
- [CVPR2025] AnomalyNCD: Towards Novel Anomaly Class Discovery in Industrial Scenarios. Paper is available at https://arxiv.org/abs/2410.14…☆121Updated 2 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆162Updated last month
- The Codes and Data of A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection [ICLR'25]☆192Updated 3 months ago
- [AAAI 2025] https://huggingface.co/spaces/csgaobb/AdaptCLIP☆71Updated 5 months ago
- Image anomaly detection benchmark in industrial manufacturing☆155Updated 9 months ago
- Official implementation of DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection.☆196Updated 11 months ago
- Official implementation of CVPR'24 paper 'Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection'.☆51Updated last year
- ☆34Updated last year
- MoEAD is a parameter efficient model for multi class anomaly detection☆33Updated 11 months ago
- Official implementation of CVPR 2024 PromptAD: Learning Prompts with Only Normal Samples for Few-Shot Anomaly Detection☆187Updated last year
- [ECCV 2024] Official Implementation of An Incremental Unified Framework for Small Defect Inspection☆43Updated 9 months ago
- SSGD(ICASSP2023)☆51Updated 11 months ago
- Official code for the paper "FADE: Few-shot/zero-shot Anomaly Detection Engine using Large Vision-Language Model".☆35Updated 11 months ago
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆37Updated last year
- Unofficial individual re-implementation for "MemSeg: A semi-supervised method for image surface defect detection using differences and co…☆38Updated 3 years ago
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆112Updated this week
- AD-DINOv3: Enhancing DINOv3 for Zero-Shot Anomaly Detection with Anomaly-Aware Calibration☆138Updated last month
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆23Updated last year