This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
☆158May 22, 2021Updated 5 years ago
Alternatives and similar repositories for NEU-DET-Steel-Surface-Defect-Detection
Users that are interested in NEU-DET-Steel-Surface-Defect-Detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆40Jun 8, 2020Updated 6 years ago
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆153Dec 7, 2023Updated 2 years ago
- This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted su…☆64Jun 15, 2021Updated 5 years ago
- Exercise: Use YOLO to detect hot-rolled steel strip surface defects (NEU-DET dataset).☆33Mar 11, 2022Updated 4 years ago
- ☆16Apr 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 针对NEU-DET数据集的钢材缺陷检测☆34Jun 23, 2023Updated 3 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆55Jan 18, 2021Updated 5 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆85Mar 18, 2022Updated 4 years ago
- A collection of public datasets for surface metal defects detection task. Source, and roboflow (ready to use) links are included.☆35Nov 13, 2022Updated 3 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆320Mar 17, 2022Updated 4 years ago
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆28May 16, 2024Updated 2 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆47Jul 30, 2025Updated last year
- Can you detect and classify defects in steel? Segmentation in Pytorch☆67Sep 18, 2020Updated 6 years ago
- Steel defect detection system based on improved YOLOv8 algorithm(基于改进YOLOv8算法的钢材瑕疵辅助检测系统)☆53Sep 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Classification of automotive parts as defective and non-defective with transfer learning.☆18Dec 2, 2024Updated last year
- This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, salienc…☆399May 26, 2021Updated 5 years ago
- This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep …☆25Apr 17, 2026Updated 6 months ago
- Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"☆14Aug 13, 2023Updated 3 years ago
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 3 years ago
- Kaggle Segmentation Challenge☆267Oct 7, 2020Updated 6 years ago
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆197Aug 29, 2019Updated 7 years ago
- Training CNN model to detect defects on AOI images☆37Dec 5, 2020Updated 5 years ago
- This repository contains the implementation code for the paper "Metal Surface Defect Detection Using SLF-YOLO Enhanced YOLOv8 Model."☆27Feb 24, 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.
- DefectSegNet for semantic segmentation of defects in Steels☆11Feb 17, 2020Updated 6 years ago
- 本项目用深度学习的方法进行工业产品缺陷检测，替代原本人眼的产品质检。从而大幅提升工业产品合格率和降低人力成本。☆169Jun 15, 2020Updated 6 years ago
- [CSCWD 2025, Best Student Paper] Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning☆30May 24, 2025Updated last year
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆141Apr 20, 2026Updated 6 months ago
- GC-Net: Global Attention Module and Cascade Fusion Network for Steel Surface Defect Detection☆12Dec 2, 2024Updated last year
- 描述: 这是一个深度学习项目，利用 HRNet 和 FPN 架构进行钢材表面缺陷检测。本项目针对噪声较大的比赛数据进行了优化，包括椒盐噪声模拟和拼接数据处理，采用自定义增强技术、高级损失函数及多尺度特征融合。仓库包含训练脚本、模型定义和评估指标。☆15Nov 17, 2024Updated last year
- Using YOLOv3 to detect surface defects of Aluminum.☆17Feb 17, 2023Updated 3 years ago
- PySide6-YOLO8 target detection, tracking visualization interface☆12Aug 4, 2026Updated 3 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…☆90Oct 26, 2026Updated last week
- 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.
- Code for TII 2024 paper. MINet: Multiscale Interactive Network for Real-Time Salient Object Detection of Strip Steel Surface Defects☆28Jun 4, 2024Updated 2 years ago
- Use ResNet50 deep learning model to predict defects in steel and visually localize the defect using Res-UNET model class☆19Jan 22, 2021Updated 5 years ago
- ☆11Apr 28, 2026Updated 6 months ago
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆17Dec 4, 2022Updated 3 years ago
- 钢材表面缺陷检测与分割竞赛的解决方案☆25Nov 12, 2024Updated last year
- YOLOv5和OpenCV的金属缺陷检测系统（源码和部署教程）☆42Nov 21, 2023Updated 2 years ago
- Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification w…☆35Mar 29, 2021Updated 5 years ago