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ResNeSt-TF2
TensorFlow implementation of "ResNeSt: Split-Attention Networks"R-CNN_LIGHT
Regional-Convolution Neural Network for blink detection based on contouring.Super-Resolution_CNN
Implementation of "Image Super-Resolution using Deep Convolutional Network"CVAE-AnomalyDetection-PyTorch
Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)MemAE-TF2
TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"CNN_Own_Dataset
CNN example for training your own datasets.Super-Resolution_CNN-PyTorch
Implementation of 'Image Super-Resolution using Deep Convolutional Network'adVAE
Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'GANomaly-PyTorch
Implementation of GANomaly with MNIST datasetFARED_for_Anomaly_Detection
Official source code of "Fast Adaptive RNN Encoder-Decoder for Anomaly Detection in SMD Assembly Machine"Preprocessing-Method-for-STEMI-Detection
Official source code of "Preprocessing Method for Performance Enhancement in CNN-based STEMI Detection from 12-lead ECG"MNIST_AttentionMap
Attention mechanism with MNIST datasetRIAD-PyTorch
PyTorch implementation of "Reconstruction by inpainting for visual anomaly detection (RIAD)"Arrhythmia_Detection_RNN_and_Lyapunov
Official source code of Arrhythmia DetectionRepVGG-TF2
Lung_Extraction_from_CXR
Lung Extraction from Chest X-ray for Efficient ComputingSKNet-TF2
TensorFlow implementation of "Selective Kernel Networks"PIPGCN-TF2
Unofficial TensorFlow implementation of Protein Interface Prediction using Graph Convolutional Networks.GANomaly-TF
TensorFlow implementation of GANomaly (with MNIST dataset)DGM-TF
TensorFlow implementation of Disentangled Generative Model (DGM) with MNIST dataset.GhostNet
TensorFlow implementation of GhostNet: More Features from Cheap Operations.ReXNet-TF2
TensorFlow implementation of "ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network"Compare_Activation_Function
Compare vanishing gradient problem case by case.Skip-GANomaly
Implementation of Skip-GANomaly with MNIST datasetDINO_MNIST-PyTorch
Pytorch implementation of "Emerging Properties in Self-Supervised Vision Transformers" (a.k.a. DINO)white-box-layer
Deep Learning Package based on TensorFlow.Normalizing-Flow-TF2
TensorFlow implementation of "Variational Inference with Normalizing Flows"f-AnoGAN-TF
TensorFlow implementation of f-AnoGAN (with MNIST dataset)SWA-Gaussian-TF2
TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"ConAD-PyTorch
Implementation of Consistency-based anomaly detection (ConAD)MemAE
Implementation of Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection.CGAN-TF
TensorFlow implementation of Conditional Generative Adversarial Nets (CGAN) with MNIST dataset.Download-ChestX-ray8
Script for download the dataset 'ChestX-ray8'WideResNet_WRN-TF2
TensorFlow implementation of "Wide Residual Networks"ResNet-with-SGDR-TF2
TensorFlow implementation of "SGDR: Stochastic Gradient Descent with Warm Restarts"ResNet-TF2
TensorFlow implementation of "Deep Residual Learning for Image Recognition"ResNet-with-LRWarmUp-TF2
TensorFlow implementation of "Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour"ChopLifter
Customized classic game.CVAE-AnomalyDetection-TF2
YeongHyeon
Sequence-Autoencoder
Sequence Autoencoder with UJI Pen Characters DatasetResNeXt-TF2
TensorFlow implementation of "Aggregated Residual Transformations for Deep Neural Networks"MLP-Mixer-TF2
TensorFlow implementation of "MLP-Mixer: An all-MLP Architecture for Vision"GAN-TF
TensorFlow implementation of Generative Adversarial Networks (GAN) with MNIST dataset.WGAN-TF
TensorFlow implementation of Wasserstein GAN (WGAN) with MNIST dataset.Transformer-TF2
TensorFlow implementation of "Attention is all you need (Transformer)"DCRAW
DCRAW: Deep Convolutional Recurrent Attentive WriterADAE-TF
TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.ArcFace-TF2
TensorFlow implementation of "ArcFace: Additive Angular Margin Loss for Deep Face Recognition"CVAE-AnomalyDetection
Example of Anomaly Detection using Convolutional Variational Auto-Encoder (CVAE)DRAW-MNIST
Images-of-UJI-Pen
Showing images of UJI Pen Characters DatasetConAD
Implementation of Consistency-based anomaly detection (ConAD)Codility-Python
The solutions of the Codility lessons are provided. Each solution is written with python. The starting point for reading solutions is given in the following web link.Network-in-Network-TF2
TensorFlow implementation of "Network In Network"Review_Presentations
XCeption-TF2
TensorFlow implementation of "Xception: Deep Learning with Depthwise Separable Convolutions"Shake-Shake
TensorFlow implementation of Shake-Shake Regularization.GhostNet-PyTorch
Inception_Simplified-TF2
TensorFlow implementation of "Going Deeper with Convolutions"MLP-Mixer-PyTorch
SENet-Simple
Implementation of Squeeze and Excitation Networks (SENet) with MNIST datasetDacon-montly13_thawing-prediction
Glyph_Dataset
Glyph datasetKaggle-MNIST
LungCT_Super_Resolution
GNN_with_MNIST
Conference_History
CVAE
Implementation of Convolutional Variational Auto-Encoder (CVAE)Active-Learning
PyTorch implementation of "Learning Loss for Active Learning"Love Open Source and this site? Check out how you can help us