LT1st / awesome-surface-defect-datasetLinks
We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.
☆70Updated 2 months ago
Alternatives and similar repositories for awesome-surface-defect-dataset
Users that are interested in awesome-surface-defect-dataset are comparing it to the libraries listed below
Sorting:
- mobile phone screen surface defect segmentation (detection) dataset.☆56Updated 8 months ago
- 本项目实现了一种基于 VAE-CycleGAN 的图像重建无监督缺陷检测算法。该算法结合了变分自编码器 (VAE) 和 CycleGAN 的优势，无需标注数据即可检测图像中的缺陷/异常。This project implements an unsupervised defe…☆62Updated 7 months ago
- Offical implementation of "RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection (CVPR 2024)"☆357Updated 5 months ago
- [CVPR 2025] official implementation of “Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection”☆145Updated last week
- image classifier implement in pytoch.☆119Updated 2 years ago
- 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☆81Updated 9 months ago
- ☆23Updated 2 years ago
- ☆23Updated last year
- A deep learning code base, mainly for paper replication, in the areas of image recognition, object detection, image segmentation, self-su…☆345Updated 2 years ago
- 异常/缺陷检测方向，谷歌学术和arxiv论文的相关更新☆32Updated this week
- [CVPR 2025] The official implementation of “UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly De…☆72Updated last week
- ☆219Updated last week
- [ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect…☆65Updated 3 months ago
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆83Updated last year
- Foggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechani…☆112Updated last year
- Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection☆24Updated last year
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆23Updated last year
- This is an official implementation of the paper : "Target before Shooting: Accurate Anomaly Detection and Localization under One Millisec…☆105Updated 8 months ago
- 这是一个DETR-pytorch的仓库，可以训练自己的数据集☆196Updated last year
- XML to JSON, XML to TXT, JSON to XML, TXT to XML and label edit in computer vision☆122Updated 2 years ago
- ADer (https://arxiv.org/abs/2406.03262) is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popu…☆279Updated 5 months ago
- [CVIU2023] Codes for my paper "SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection"☆201Updated 2 years ago
- Photovoltaic cell defect detection☆103Updated 3 months ago
- 这个仓库用来整理研究时用过的一些数据集☆100Updated 9 months ago
- unofficial version of EfficientAD☆143Updated last year
- SSGD(ICASSP2023)☆45Updated 7 months ago
- [CVPR 2025] UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection☆103Updated 3 months ago
- A benchmark for cross-domain few-shot object detection (ECCV24 paper: Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object…☆156Updated 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☆14Updated last year
- 🔥🔥🔥 专注于YOLO改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀☆281Updated 5 months ago