arooshiverma / Steel-Defect-Detection-CNN
Detection, localization and classification of surface defects on a steel sheet using CNN. Using libraries Keras and sklearn.
☆18Updated 5 years ago
Alternatives and similar repositories for Steel-Defect-Detection-CNN:
Users that are interested in Steel-Defect-Detection-CNN are comparing it to the libraries listed below
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆124Updated 8 months ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆63Updated 4 years ago
- An unsupervised impurities detection method based on VAE-GAN☆12Updated 4 years ago
- This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted su…☆50Updated 3 years ago
- ☆17Updated 6 years ago
- PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.☆37Updated 4 years ago
- Metal Surface Defect Inspection through Deep Convolution Neural Network☆16Updated last year
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆52Updated 4 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 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
- 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
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆137Updated 3 years ago
- Classification of automotive parts as defective and non-defective with transfer learning.☆14Updated 2 months ago
- 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
- CNN based autoencoder combined with kernel density estimation for colour image anomaly detection / novelty detection. Built using Tensfor…☆36Updated 5 years ago
- Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemen…☆67Updated 7 years ago
- Automatic Defect Inspection with End-to-End Deep Learning☆32Updated 5 years ago
- Repository for all the stuff related with road pavements defect segmentation. Main idea behind the segmentation is to create/approve/test…☆18Updated 3 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆25Updated 4 years ago
- My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).☆246Updated 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 tensorflow implement for ganomaly☆39Updated 6 years ago
- The project can be used to detect defect on the surface of textiles.☆29Updated 7 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆129Updated 5 years ago
- ☆152Updated 3 years ago
- Paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. Th…☆50Updated 2 months ago
- 👷胶囊表面缺陷检测withTensorflow,主要检测了凹陷和缺失部分,涉及到GPU加速☆117Updated 4 years ago
- 2017工业大数据创新竞赛/风机叶片结冰预测大赛☆48Updated 6 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆125Updated 4 years ago
- Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning☆112Updated 4 years ago