This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
☆132May 22, 2021Updated 4 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:
- 针对NEU-DET数据集的钢材缺陷检测☆30Jun 23, 2023Updated 2 years ago
- NEU Surface defect classification with ResNet.☆15Jul 4, 2023Updated 2 years ago
- Exercise: Use YOLO to detect hot-rolled steel strip surface defects (NEU-DET dataset).☆29Mar 11, 2022Updated 4 years ago
- ☆16Apr 4, 2021Updated 4 years ago
- This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep …☆21May 19, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Unsupervised classification of the North Eastern University Steel Surface Defects Database☆37Feb 16, 2023Updated 3 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆56Jan 18, 2021Updated 5 years 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…☆3,978May 27, 2024Updated last year
- ☆29Dec 30, 2020Updated 5 years ago
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆25May 16, 2024Updated last year
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆319Mar 17, 2022Updated 4 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…☆131Dec 7, 2023Updated 2 years ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆67Sep 18, 2020Updated 5 years ago
- One-Shot Recognition of Manufacturing Defects in Steel Surfaces☆42Feb 24, 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 and start building anything your business needs.
- Classification of automotive parts as defective and non-defective with transfer learning.☆18Dec 2, 2024Updated last year
- Code for "Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection"☆31Nov 7, 2023Updated 2 years ago
- Kaggle Segmentation Challenge☆263Oct 7, 2020Updated 5 years ago
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆88Feb 5, 2020Updated 6 years ago
- Implementation for paper:"Learning Global-Local Correspondence with Semantic Bottleneck for Logical Anomaly Detection"☆14Aug 13, 2023Updated 2 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆73Mar 18, 2022Updated 4 years ago
- GC-Net: Global Attention Module and Cascade Fusion Network for Steel Surface Defect Detection☆10Dec 2, 2024Updated last year
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆16Dec 4, 2022Updated 3 years ago
- [IEEE TII 2025] Official Implementation for "VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modelin…☆27Apr 14, 2025Updated 11 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆142Jun 24, 2021Updated 4 years ago
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆199Aug 29, 2019Updated 6 years ago
- ☆12Sep 28, 2024Updated last year
- 钢材表面缺陷检测与分割竞赛的解决方案☆24Nov 12, 2024Updated last year
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud☆12Jan 26, 2020Updated 6 years ago
- This dataset contains over 3800 high-resolution images of surface defects on wind turbine blades with diverse and diverse backgrounds. Th…☆24Dec 27, 2023Updated 2 years ago
- [CVPR 2023] Pytorch Implementation for CVPR2023 paper: Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomal…☆92Oct 31, 2024Updated last year
- Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker☆53Feb 21, 2026Updated last month
- [INFFUS 2025] A taxonomy of industrial anomaly detection methods and datasets (updating).☆120Nov 14, 2025Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Metal Surface Defect Inspection through Deep Convolution Neural Network☆18Nov 15, 2023Updated 2 years ago
- Using YOLOv3 to detect surface defects of Aluminum.☆17Feb 17, 2023Updated 3 years ago
- I modified the u_net model, reference the Mobilenet, I use the separable convolution into unet.☆10Jul 30, 2019Updated 6 years ago
- Detect Defects in Products from their Images using Amazon SageMaker☆61Dec 21, 2022Updated 3 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。☆162Jun 15, 2020Updated 5 years ago
- Introduction of new dataset for unsupervised fabric defect detection☆21Apr 2, 2024Updated last year
- Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification w…☆80Feb 24, 2020Updated 6 years ago