This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is based on keras and runs on GPU.
☆89Feb 5, 2020Updated 6 years ago
Alternatives and similar repositories for Segmentation-Based-Surface-Defect-Detection
Users that are interested in Segmentation-Based-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:
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆143Apr 20, 2026Updated last month
- A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"☆753May 14, 2020Updated 6 years ago
- Spatial Adversarial Convolutional Neural Network for Surface Defect Detection☆10May 2, 2020Updated 6 years ago
- My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).☆251Dec 29, 2020Updated 5 years ago
- ☆17Dec 17, 2018Updated 7 years ago
- 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.
- Segmentation-based deep-learning approach for surface-defect detection with pytorch☆25Dec 2, 2024Updated last year
- 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。☆167Jun 15, 2020Updated 6 years ago
- generate randomly defects on positive samples and restore them with GAN.☆40Nov 19, 2020Updated 5 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆26Dec 2, 2020Updated 5 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆320Mar 17, 2022Updated 4 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆218May 9, 2020Updated 6 years ago
- [Pattern Recognition] Official implementation of the paper "CANet: Contextual Information and Spatial Attention Based Network for Detecti…☆19Jul 13, 2024Updated last year
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆78Aug 29, 2025Updated 9 months ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆68Sep 18, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- detect the defects with OpenCV API (equalizeHist, GaussianBlur, threshold, findContours) after trying Canny and HoughLines.☆13Feb 16, 2017Updated 9 years ago
- This is a Saliency detection toolbox Specially designed for surface defect detection.☆185Sep 23, 2022Updated 3 years ago
- ☆163Feb 2, 2022Updated 4 years ago
- Kaggle Segmentation Challenge☆265Oct 7, 2020Updated 5 years ago
- ☆53Jun 19, 2022Updated 3 years ago
- 天池2019广东工业智造创新大赛 布匹疵点检测 天池水也太深了 季军解决方案☆417May 3, 2024Updated 2 years ago
- [ICASSP 2022] FDSNet: An Accurate Real-Time Surface Defect Segmentation Network☆41Oct 17, 2024Updated last year
- 无监督正样本训练 检测缺陷并分割图像☆27Nov 1, 2021Updated 4 years ago
- Code of kaggle semantic segmentation competition: Steel Defect Detection.☆24Mar 7, 2022Updated 4 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.
- ☆16Apr 4, 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…☆4,047May 27, 2024Updated 2 years ago
- ☆24May 16, 2019Updated 7 years ago
- 基于卷积自编码器和图像金字塔的布料缺陷无监督学习与检测方法☆12Jun 28, 2023Updated 2 years ago
- TFT-LCD defects detecter based on the improved saliency model☆32Apr 2, 2023Updated 3 years ago
- Implementations of few-shot object detection benchmarks☆17Sep 23, 2022Updated 3 years ago
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆124Jun 17, 2024Updated last year
- new cycleGAN which has two discriminators: D_class and D_defect☆10Jun 19, 2019Updated 6 years ago
- 2018广东工业智造大数据创新大赛——智能算法赛☆34Nov 6, 2018Updated 7 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.
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆52Oct 18, 2020Updated 5 years ago
- This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, salienc…☆400May 26, 2021Updated 5 years ago
- [ISSN 0168-1699, COMPUT ELECTRON AGR 2024] FastSegFormer: A knowledge distillation-based method for real-time semantic segmentation of su…☆22Feb 6, 2024Updated 2 years ago
- Yolo-MSAPF: Multi-Scale Alignment fusion with Parallel feature Filtering model for high accuracy weld defect detection☆17Feb 24, 2023Updated 3 years ago
- Implemented some industrial product surface defect detection using improved yolov5.☆12Apr 27, 2025Updated last year
- DefectNet: Towards Fast and Effective Defect Detection☆24Dec 8, 2022Updated 3 years ago
- The project can be used to detect defect on the surface of textiles.☆30Aug 9, 2017Updated 8 years ago