aviralchharia / Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips
This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.
☆50Updated 3 years ago
Alternatives and similar repositories for Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips:
Users that are interested in Surface-Defect-Detection-in-Hot-Rolled-Steel-Strips are comparing it to the libraries listed below
- This project is about detecting defects on steel surface using Unet. The dataset used for this project is the NEU-DET database.☆102Updated 3 years ago
- Classification of automotive parts as defective and non-defective with transfer learning.☆14Updated 2 months ago
- Exercise: Use YOLO to detect hot-rolled steel strip surface defects (NEU-DET dataset).☆23Updated 2 years ago
- Deep Learning Based Steel Pipe Weld Defect Detection☆79Updated 3 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆63Updated 4 years ago
- Implementation of automatic computer-aided identification system to recognize different types of welding defects in radiographic images w…☆23Updated 3 years ago
- A repository for creating a Deep Learning model for Defect Detection in PCBs and to design a Web Application for it.☆39Updated 3 years ago
- Unsupervised classification of the North Eastern University Steel Surface Defects Database☆29Updated 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。☆135Updated 4 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…☆80Updated 5 years ago
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆52Updated 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…☆63Updated 2 years ago
- Real time crack segmentation using PyTorch, OpenCV and ONNX runtime☆60Updated 2 years ago
- 基于深度学习的热轧带钢表面缺陷自动检测技术☆39Updated 2 years ago
- LF-YOLO (Lighter and Faster YOLO) is used to detect defect of X-ray weld image.☆54Updated 6 months ago
- A dataset of functional and defective solar cells extracted from EL images of solar modules☆250Updated 4 months ago
- Incorporating Inductive Bias into Deep Learning: A Perspective from Automated Visual Inspection in Aircraft Maintenance☆55Updated 4 years ago
- ⚡Saliency detection for strip steel surface defects using multiple constraints and improved texture features☆32Updated 4 years ago
- Detection, localization and classification of surface defects on a steel sheet using CNN. Using libraries Keras and sklearn.☆18Updated 5 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆137Updated 3 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 4 years ago
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- A python-based crack detection and classification system using deep learning; used YOLO object detection algorithm. To extract the featur…☆20Updated 4 years ago
- Dataset for classification, detection and prognostics of surface defects on ball screw drives☆57Updated 3 years ago
- A convolutional neural network built using keras to detect cracks on road with 97.5% accuracy.☆42Updated 4 years ago
- Detection and Classification of defects present on Printed Circuits Boards (PCBs)☆16Updated 3 years ago
- ⚡EDRNet:Encoder-Decoder Residual Network for Salient Object Detection of Strip Steel Surface Defects☆53Updated 4 years ago
- Explainable Defect Detection using Convolutional Neural Networks: Case Study☆73Updated 2 years ago
- The proposed idea is to use convolutional neural network (CNN) to classify defects on the semiconductor wafer substrate. There are total …☆18Updated 4 years ago
- Crack Detection On Highway Or Pavement Using OpenCV☆134Updated 5 months ago