siddhartamukherjee / NEU-DET-Steel-Surface-Defect-DetectionLinks
This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
☆125Updated 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
Sorting:
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆75Updated 3 months ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆316Updated 3 years ago
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆282Updated last week
- Deep Learning Based Steel Pipe Weld Defect Detection☆100Updated 4 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆69Updated 3 years ago
- mobile phone screen surface defect segmentation (detection) dataset.☆63Updated last year
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆66Updated last year
- The dataset I am using is NEU-DET, which uses yolov8 and its improved models (including Coordinate Attention and Swin Transformer) for de…☆103Updated last year
- [IEEE TIM] An Incremental Knowledge Learning Framework for Continuous Defect Detection☆23Updated last year
- Foggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechani…☆116Updated last year
- Photovoltaic cell defect detection☆118Updated 3 weeks ago
- This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep …☆19Updated 6 months ago
- Code of IEEE TIM Paper: ETDNet: Efficient Transformer-Based Detection Network for Surface Defect Detection☆25Updated 2 years ago
- Unsupervised classification of the North Eastern University Steel Surface Defects Database☆35Updated 2 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。☆159Updated 5 years ago
- [MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".☆139Updated 2 weeks ago
- My solution to the Severstal: Steel Defect Detection on Kaggle, which got the 96th place. (Top4%)☆52Updated 2 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆36Updated 5 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆56Updated 4 years ago
- We offer a collection of many dataset regarding surface-defect. Up to 24 dataset is listed in this repo.☆98Updated 7 months ago
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆38Updated 9 months ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆205Updated 5 years ago
- This is a repository about PCB defect detection.☆492Updated 2 years ago
- ☆48Updated 3 years 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…☆73Updated 3 months ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 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…☆85Updated 5 years ago
- Code and dataset of Triplet- Graph Reasoning Network for Few-shot Metal Generic Surface Defect Segmentation☆46Updated 4 months ago
- ☆344Updated 8 years ago
- ICONIP 2024 (IEEE Access 2025)☆125Updated last month