lkhphuc / Anomaly-XRay-GANsLinks
Anomaly detection on X-Ray MURA dataset using GAN.
☆50Updated 7 years ago
Alternatives and similar repositories for Anomaly-XRay-GANs
Users that are interested in Anomaly-XRay-GANs are comparing it to the libraries listed below
Sorting:
- Code for reproducing f-AnoGAN training and anomaly scoring☆260Updated 6 years ago
- A simple and effective method for single-class classification of images☆161Updated 4 years ago
- Unsupervised Anomaly Detection for X-Ray Images☆49Updated last year
- Implementation of GANomaly with MNIST dataset☆17Updated 6 years ago
- Official Pytorch implementation of the paper DeScarGAN☆31Updated 5 years ago
- Code for reproducing f-AnoGAN in Pytorch☆28Updated 3 years ago
- PyTorch implementation of ICLR 2018 paper Learn To Pay Attention (and some modification)☆169Updated 5 years ago
- Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands☆113Updated 5 years ago
- Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)☆280Updated 6 years ago
- ☆155Updated last year
- Keras implementation of Balancing GAN (BAGAN) applied to the MNIST example.☆111Updated 4 years ago
- Keras Implementation of Unet with EfficientNet as encoder☆48Updated 3 years ago
- Keras w/ Tensorflow backend implementation for 3D channel-wise convolutions☆67Updated 5 years ago
- anomaly detection with GAN☆95Updated 7 years ago
- Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ M…☆86Updated 6 years ago
- Unsupervised anomaly detection with generative model, keras implementation☆182Updated 6 years ago
- Keras implementation of Adversarially Learned One-Class Classifier or ALOCC for short.☆34Updated 4 years ago
- Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset☆102Updated 8 years ago
- Keras implementation of Residual Attention Network☆109Updated 7 years ago
- Build U-Nets for segmentation from pre-trained TorchVision models.☆91Updated 6 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Updated 5 years ago
- EfficientNet-GradCam Visualization☆80Updated 6 years ago
- A tensorflow implementation of WNet for unsupervised image segmentation on PASCAL VOC 2012 dataset☆68Updated 4 years ago
- Implementation of active learning features for AxonDeepSeg software (axon-myelin segmentation)☆38Updated 6 years ago
- Tensorflow implementation of OCGAN: One-class Novelty Detection Using GANs with Constrained Latent Representations☆23Updated 6 years ago
- Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study☆187Updated 2 years ago
- Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.☆133Updated 5 years ago
- This is Keras code from "Improving Unsupervised Defect Segmentation by Applying Structural Similarity to Autoencoders".☆53Updated 6 years ago
- #Deep One class #Anomaly Detection☆49Updated 6 years ago
- IPMI2019 paper - Melanoma Recognition via Visual Attention☆46Updated 3 years ago