arooshiverma / Steel-Defect-Detection-CNNLinks
Detection, localization and classification of surface defects on a steel sheet using CNN. Using libraries Keras and sklearn.
☆19Updated 6 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
Sorting:
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆121Updated last year
- This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted su…☆56Updated 4 years ago
- An unsupervised impurities detection method based on VAE-GAN☆11Updated 5 years ago
- Detecting Faults and Measuring Severity in Welding using Radiographic Images☆51Updated 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。☆157Updated 5 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆141Updated 4 years ago
- Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemen…☆65Updated 8 years ago
- Metal Surface Defect Inspection through Deep Convolution Neural Network☆17Updated 2 years ago
- Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning☆113Updated 5 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆70Updated 5 years ago
- This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, salienc…☆393Updated 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%).☆251Updated 4 years ago
- This is the implementation of Semi-supervised Anomaly Detection using AutoEncoders☆62Updated 5 years 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☆121Updated 4 years ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆68Updated 5 years ago
- Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine☆63Updated 6 years ago
- Implementation of automatic computer-aided identification system to recognize different types of welding defects in radiographic images w…☆28Updated 4 years ago
- A tensorflow implement for ganomaly☆39Updated 6 years ago
- Kaggle Segmentation Challenge☆262Updated 5 years ago
- 2017工业大数据创新竞赛/风机叶片结冰预测大赛☆48Updated 7 years ago
- ☆158Updated 3 years ago
- ☆343Updated 8 years ago
- 关于杜伦大学的GANomaly的代码☆18Updated 6 years ago
- [深度应用]·DC竞赛轴承故障检测开源Baseline（基于Keras1D卷积 val_acc:0.99780）☆203Updated 6 years ago
- 这是一个使用Python和PyQt5开发的一个计算机视觉辅助裂缝标注工具，标注工具先用边缘检测和形态学方法预识别裂缝，然后人工对结果进行标涂或擦除。除了此方法，工具还有其他多种方法，详情请见readme.md的介绍☆86Updated 6 years ago
- PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.☆37Updated 4 years ago
- Automatic Defect Inspection with End-to-End Deep Learning☆32Updated 6 years ago
- This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from mu…☆60Updated 4 years ago
- HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS☆170Updated last year
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆126Updated 5 years ago