PINTO0309 / Keras-OneClassAnomalyDetection
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
☆128Updated 5 years ago
Alternatives and similar repositories for Keras-OneClassAnomalyDetection:
Users that are interested in Keras-OneClassAnomalyDetection are comparing it to the libraries listed below
- Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection…☆193Updated 6 years ago
- This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".☆53Updated 6 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 3 years ago
- #Deep One class #Anomaly Detection☆49Updated 5 years ago
- ☆62Updated 5 years ago
- Source code for Skip-GANomaly paper☆195Updated 2 years ago
- The Extended Version of GANomaly with Spatial Clue☆33Updated 5 years ago
- Anomaly detection method that incorporates multi-scale features to sparse coding☆46Updated 4 years ago
- PyTorch and Keras implementation of CompactCNN for Anomaly Detection in textured surfaces.☆37Updated 4 years ago
- ☆253Updated 4 years ago
- PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization☆35Updated 3 years ago
- Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders☆126Updated 4 years ago
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆224Updated 4 years ago
- Repository for the One class neural networks paper☆168Updated 6 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆181Updated 5 years ago
- Repository for the Explainable Deep One-Class Classification paper☆231Updated last year
- Paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. Th…☆50Updated 4 months ago
- PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"☆244Updated 2 years ago
- Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction☆96Updated 2 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆278Updated 6 years ago
- Code for reproducing f-AnoGAN training and anomaly scoring☆256Updated 6 years ago
- A simple and effective method for single-class classification of images☆160Updated 3 years ago
- Vanilla torch and timm industrial knn-based anomaly detection for images.☆156Updated 7 months ago
- Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning☆112Updated 5 years ago
- PyTorch implementation of "Modeling the Distribution of Normal Data in Pre-Trained Deep Features for Anomaly Detection"☆136Updated 4 years ago
- This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.☆286Updated 2 years ago
- Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset☆124Updated 10 months ago
- ☆25Updated 5 years ago
- This is the official repository to the WACV 2021 paper "Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows"…☆223Updated 2 years ago
- Datasets for industrial surface-inspection☆81Updated 3 years ago