JudeWells / keras_anomaly_detection
CNN based autoencoder combined with kernel density estimation for colour image anomaly detection / novelty detection. Built using Tensforflow 2.0 and Keras
☆35Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for keras_anomaly_detection
- Anomaly detection using Autoencoder implemented with Keras 2.☆69Updated 5 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆20Updated 3 years ago
- Denoising images with a Deep Convolutional Autoencoder - Implemented in Keras☆35Updated 5 years ago
- AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow☆193Updated 4 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆191Updated 4 years ago
- TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detectio…☆25Updated last year
- Multi-class with imbalanced dataset classification☆83Updated 5 years ago
- To load dataset using PIL, CV2, Keras andTensorflow☆13Updated 4 years ago
- CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet☆11Updated 5 years ago
- DeepStack: Ensembling Keras Deep Learning Models into the next Performance Level☆38Updated 2 years ago
- Project on Training Neural Networks with just one Example.☆16Updated 3 years ago
- Metal Surface Defect Inspection through Deep Convolution Neural Network☆16Updated last year
- One Shot learning, Siamese networks and Triplet Loss with Keras☆81Updated 3 years ago
- Keras model trained using semi-hard triplet Loss (tensorflow function) on MNIST☆91Updated 5 years ago
- A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the differ…☆121Updated 7 years ago
- Anomaly detection and failure prognosis applied to industrial machines☆26Updated 5 years ago
- One Shot Learning Implementation☆40Updated 4 years ago
- Repository for the One class neural networks paper☆167Updated 5 years ago
- Image similarity using Triplet Loss☆102Updated last year
- Tensorflow Implementation of Deep SVDD☆34Updated 5 years ago
- Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset☆138Updated 4 years ago
- My solution to the International Skin Imaging Collaboration (ISIC) Challenge 2018 to detect skin cancer from images of lesions using Deep…☆11Updated 5 years ago
- Course work from Deep Learning in Computer Vision from National Research University Higher School of Economics☆27Updated 6 years ago
- Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (Efficien…☆45Updated 4 years ago
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆33Updated 2 years ago
- anomaly detection by one-class SVM☆86Updated 5 years ago
- Hands-On One-shot Learning with Python, published by Packt☆50Updated last year
- vizgradcam is the fastest way to visualize GradCAM with your Keras models.☆60Updated 3 years ago
- ☆49Updated 5 years ago