This repository provides a hierarchical taxonomy of key paperson anomaly generation methods, surpassing flat lists with fine-grained subcategories that delineate emerging hotspots
☆23Dec 12, 2025Updated 10 months ago
Alternatives and similar repositories for Awesome-Anomaly-Generation
Users that are interested in Awesome-Anomaly-Generation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an official implementation of “A Masked Reverse Knowledge Distillation Method Incorporating Global and Local Information for Imag…☆47Dec 23, 2025Updated 10 months ago
- This is an official implementation of “ Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection” (…☆59Dec 23, 2025Updated 10 months ago
- [AAAI 2026] The Official Implementation for "Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation"☆162Sep 4, 2026Updated last month
- The LOCO-Annotations dataset is a specialized extension of the MVTec LOCO dataset, focusing on detecting and analyzing high-level semanti…☆27Sep 23, 2025Updated last year
- [AAAI 2026 Oral] The Official Implementation for "Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framewor…☆135Aug 4, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [JMS 2026] A Comprehensive Survey for Real-World Industrial Surface Defect Detection: Challenges, Approaches, and Prospects (Journal of M…☆134Aug 29, 2026Updated 2 months ago
- [AAAI 2026] AnomalyMoE: Towards a Language-free Generalist Model for Unified Visual Anomaly Detection☆31Nov 17, 2025Updated 11 months ago
- ☆13Dec 10, 2025Updated 10 months ago
- DefFiller Mask-conditioned Generation with Diffusion Prior for Saliency-based Steel Surface Defect Detection☆34Apr 28, 2025Updated last year
- Diversified and Multi-Class Controllable Industrial Defect Synthesis for Data Augmentation and Transfer☆19Jun 8, 2023Updated 3 years ago
- HiAD: A General Framework for High-Resolution Anomaly Detection（通用的高分辨率异常检测框架）☆137Feb 5, 2026Updated 8 months ago
- Official implementation of the paper "Diffusion-based Image Generation for In-distribution Data Augmentation in Surface Defect Detection"…☆28Apr 3, 2025Updated last year
- [ICCV2025] SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning. Paper is available at https://arxi…☆164Aug 4, 2025Updated last year
- ☆33May 14, 2026Updated 5 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15May 24, 2025Updated last year
- Official implementation of "UniADC: A Unified Framework for Anomaly Detection and Classification"☆34Sep 12, 2026Updated last month
- Official implementation of "Fabric Image Demoiréing Benchmark from Synthesis to Restoration" (ECCV 2026).☆25Jun 23, 2026Updated 4 months ago
- DualAnoDiff: Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation☆163Jun 3, 2025Updated last year
- This is the implementation of the paper: [AAAI-26] Explainable Synthetic Image Detection through Diffusion Timestep Ensembling☆17Jun 29, 2026Updated 4 months ago
- Accompanying code for paper "DAPO: Defect-aware Hybrid Prompt Optimization via Progressive Tuning for Zero-Shot Multi-type Anomaly Detect…☆16Aug 9, 2026Updated 2 months ago
- [CVPR 2026 Highlight] The Official Implementation for "One-to-More: High-Fidelity Training-Free Anomaly Generation with Attention Control…☆83Mar 26, 2026Updated 7 months ago
- 改进CNN＆FCN的晶圆缺陷分割系统☆22Nov 22, 2023Updated 2 years ago
- ☆20Jan 23, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Thesis project about Visual Anomaly Detection based on Self Supervised Learning. The model identifies anomalies from information acquired…☆11Apr 14, 2023Updated 3 years ago
- Implmentation of Unofficial DeffectFill Core Code☆25Dec 27, 2025Updated 10 months ago
- ☆17Apr 1, 2020Updated 6 years ago
- [CSCWD] Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.☆129Mar 4, 2025Updated last year
- The Official Implementation for "Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark"☆25Apr 5, 2026Updated 6 months ago
- Official PyTorch implementation of our ICCV2023 paper “When Prompt-based Incremental Learning Does Not Meet Strong Pretraining”☆16Jan 8, 2024Updated 2 years ago
- Towards Unified and Effective Domain Generalization☆34Nov 27, 2023Updated 2 years ago
- Facebook login Automation using Selenium webdriver☆13Dec 20, 2019Updated 6 years ago
- hYOLO Model: Enhancing Object Classification with Hierarchical Context in YOLOv8☆12Jan 20, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12Apr 10, 2026Updated 6 months ago
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆10May 25, 2018Updated 8 years ago
- Text detection network psenet deployed by libtorch and Qt.☆14May 21, 2020Updated 6 years ago
- Relation Classification via Convolutional Deep Neural Network☆13Nov 9, 2018Updated 7 years ago
- TensorRT for RefineNet Segmentation☆12Apr 27, 2021Updated 5 years ago
- [ICCV 2025] Official implementation of "Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing"☆28Apr 15, 2025Updated last year
- Official implementation of the paper "Leveraging Latent Diffusion Models for Training-Free In-Distribution Data Augmentation for Surface …☆30Apr 4, 2025Updated last year