maxkferg / metal-defect-detection
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning
☆112Updated 4 years ago
Alternatives and similar repositories for metal-defect-detection:
Users that are interested in metal-defect-detection are comparing it to the libraries listed below
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆124Updated 8 months ago
- PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.☆37Updated 4 years ago
- This project include several different surfaces, each surface contains one or several defects. For segmentation,object detection, salienc…☆383Updated 3 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆137Updated 3 years ago
- Kaggle Segmentation Challenge☆251Updated 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
- This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".☆53Updated 6 years ago
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆192Updated 5 years ago
- Automatic Defect Inspection with End-to-End Deep Learning☆32Updated 5 years ago
- Deep Learning Model for Crack Detection and Segmentation☆145Updated 8 months ago
- Datasets for industrial surface-inspection☆78Updated 2 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆63Updated 4 years ago
- ☆17Updated 6 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆125Updated 4 years ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆59Updated 4 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆253Updated 5 years ago
- The project can be used to detect defect on the surface of textiles.☆29Updated 7 years ago
- The Extended Version of GANomaly with Spatial Clue☆33Updated 5 years ago
- ☆25Updated 5 years ago
- Implementation of Improving the Efficiency of Encoder-Decoder Architecture for Pixel-level Crack Detection. keras with tensorflow backen…☆11Updated 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…☆80Updated 5 years ago
- This repo contains customized deep learning models for segmenting cracks.☆50Updated 3 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆189Updated 4 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆129Updated 5 years ago
- This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.☆283Updated 2 years ago
- ☆60Updated 7 years ago
- ☆304Updated 7 years ago
- How to train Detectron2 with Custom COCO Datasets | DLology☆60Updated 5 years ago
- This is a python based library to augment the training dataset for object detection using YOLO.☆97Updated 4 years ago
- This is a Saliency detection toolbox Specially designed for surface defect detection.☆180Updated 2 years ago