siddhartamukherjee / NEU-DET-Steel-Surface-Defect-Detection
This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.
☆106Updated 3 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
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆58Updated 3 years ago
- Deep Learning Based Steel Pipe Weld Defect Detection☆81Updated 3 years ago
- This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted su…☆52Updated 3 years ago
- Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"☆304Updated 3 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆52Updated 4 years ago
- Exercise: Use YOLO to detect hot-rolled steel strip surface defects (NEU-DET dataset).☆24Updated 3 years ago
- This is the GC10-DET datasets of the upcoming paper " Deep Metallic Surface Defect Detection: the New Benchmark and Detection Network" Th…☆64Updated 3 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆56Updated 7 months ago
- This is a deep learning application project in the industrial field, intended to detect defects on the workpiece surface. The code is bas…☆80Updated 5 years ago
- A Deep Context Learning based PCB Defect Detection Model with Anomalous Trend Alarming System☆19Updated 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。☆138Updated 4 years ago
- 玻璃绝缘子缺陷检测☆32Updated 4 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆33Updated 4 years ago
- ☆18Updated 2 years ago
- Lightweight Rail Surface Defect Detection Algorithm Based on an Improved YOLOv8☆21Updated 3 weeks ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 4 years ago
- mobile phone screen surface defect segmentation (detection) dataset.☆53Updated 5 months ago
- Multiscale Attention Based Efficient U-Net for Crack Segmentation, segments a RGB image into 2 classes crack and non-crack, this method o…☆41Updated 2 years ago
- This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep …☆14Updated last year
- Unsupervised classification of the North Eastern University Steel Surface Defects Database☆31Updated 2 years ago
- My solution to the Severstal: Steel Defect Detection on Kaggle, which got the 96th place. (Top4%)☆46Updated last year
- Detection and Classification of defects present on Printed Circuits Boards (PCBs)☆17Updated 3 years ago
- 基于深度学习的热轧带钢表面缺陷自动检测技术☆42Updated 3 years ago
- SKKU S-HERO Capstone Projects with PCB detection using Yolov5&Grad-CAM☆34Updated last year
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆64Updated 4 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…☆49Updated 3 months ago
- DefectNet: Towards Fast and Effective Defect Detection☆22Updated 2 years ago
- Foggy Insulator Network, Dataset and Code. Improved object detection network, synthetic fog, data augmentation, channel attention mechani…☆107Updated last year
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆190Updated 4 years ago
- AIFT2019-Real-time fabric defect segmentation based on convolutional neural network☆34Updated 5 years ago