openvinotoolkit / anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
☆4,122Updated last week
Alternatives and similar repositories for anomalib:
Users that are interested in anomalib are comparing it to the libraries listed below
- 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)。☆1,924Updated this week
- ☆835Updated 8 months ago
- [AAAI 2024 Oral] AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models☆892Updated last year
- A curated list of awesome anomaly detection resources☆2,786Updated 2 years ago
- ☆485Updated 7 months ago
- Official implementation of "Segment Any Anomaly without Training via Hybrid Prompt Regularization (SAA+)".☆777Updated 3 weeks ago
- This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”…☆420Updated last year
- OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.☆3,114Updated 8 months ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆10,306Updated this week
- Unofficial implementation of PatchCore anomaly detection☆335Updated 2 years ago
- [CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥…☆3,295Updated last month
- Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2), MobileSAM!!☆2,566Updated 3 months ago
- A python library for self-supervised learning on images.☆3,305Updated this week
- [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box☆5,094Updated 8 months ago
- 📈 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…☆3,440Updated 9 months ago
- Framework agnostic sliced/tiled inference + interactive ui + error analysis plots☆4,376Updated last week
- Code release for ConvNeXt model☆5,910Updated 2 years ago
- [ECCV 2024] Official Implementation and Dataset Release for "A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Ano…☆249Updated 2 weeks ago
- ☆219Updated 2 years ago
- End-to-End Object Detection with Transformers☆14,096Updated last year
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆9,694Updated 3 months ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆14,678Updated this week
- An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites☆4,792Updated 7 months ago
- PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO☆6,670Updated 8 months ago
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆11,274Updated this week
- detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.☆2,111Updated 7 months ago
- OpenMMLab Pre-training Toolbox and Benchmark☆3,579Updated 4 months ago
- [CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".☆297Updated 11 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆33,457Updated 2 weeks ago
- PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"☆242Updated 2 years ago