msminhas93 / CompactCNN
PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.
☆37Updated 4 years ago
Alternatives and similar repositories for CompactCNN:
Users that are interested in CompactCNN are comparing it to the libraries listed below
- Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning☆112Updated 4 years ago
- This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".☆53Updated 6 years ago
- Anomaly detection method that incorporates multi-scale features to sparse coding☆46Updated 4 years ago
- PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization☆35Updated 3 years ago
- Surface Defect Detection with Segmentation-Decision Network on KolektorSDD☆137Updated 3 years ago
- [5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow…☆129Updated 5 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆125Updated 4 years ago
- Pytorch Implement of the paper "Segmentation-Based Deep-Learning Approach for Surface Defect Detection"☆192Updated 5 years ago
- Implementation of the paper: Defect Detection in Plain Weave Fabrics by Yarn Tracking and Fully Convolutional Networks☆63Updated 4 years ago
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆124Updated 8 months 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
- Unofficial implementation of PatchCore anomaly detection☆25Updated 10 months ago
- ☆251Updated 4 years ago
- Automatic Defect Inspection with End-to-End Deep Learning☆32Updated 5 years ago
- The Extended Version of GANomaly with Spatial Clue☆33Updated 5 years ago
- Segmentation-Based Deep-Learning Approach for Surface-Defect Detection☆25Updated 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
- Kaggle Segmentation Challenge☆251Updated 4 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆253Updated 5 years ago
- ☆19Updated 4 years ago
- Can you detect and classify defects in steel? Segmentation in Pytorch☆59Updated 4 years ago
- This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows"…☆222Updated last year
- PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"☆242Updated 2 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆93Updated 2 years ago
- generate randomly defects on positive samples and restore them with GAN.☆40Updated 4 years ago
- dataset of the upcoming paper "Saliency of magnetic tile surface defects"☆189Updated 4 years ago
- ☆56Updated 4 years ago
- ☆17Updated 6 years ago
- Adversarially Learnt Image to Frequency Transform☆16Updated 5 years ago
- This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from mu…☆55Updated 3 years ago