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348 search results found

Tensorflow Examples ⭐ 43,109

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Dcgan Tensorflow ⭐ 6,761

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Open_nsfw ⭐ 5,230

Not Suitable for Work (NSFW) classification using deep neural network Caffe models.

Stargan V2 ⭐ 3,185

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

Transfer Learning Library ⭐ 2,883

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Semantic Segmentation Suite ⭐ 2,311

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Neural Redis ⭐ 2,176

Neural networks module for Redis

Surface Defect Detection ⭐ 1,820

📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

Handtracking ⭐ 1,473

Building a Real-time Hand-Detector using Neural Networks (SSD) on Tensorflow

Awesome Diarization ⭐ 1,384

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Noise2noise ⭐ 1,094

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

Coloring Greyscale Images ⭐ 997

Coloring black and white images with deep learning.

Semanticsegmentation_dl ⭐ 983

Resources of semantic segmantation based on Deep Learning model

Awesome Cybersecurity Datasets ⭐ 765

A curated list of amazingly awesome Cybersecurity datasets

Facial Similarity With Siamese Networks In Pytorch ⭐ 620

Implementing Siamese networks with a contrastive loss for similarity learning

Transportationnetworks ⭐ 618

Transportation Networks for Research

Nasbench ⭐ 583

NASBench: A Neural Architecture Search Dataset and Benchmark

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

Neuralnetwork.net ⭐ 472

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

Fedprox ⭐ 465

Federated Optimization in Heterogeneous Networks (MLSys '20)

Mac Network ⭐ 445

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

Pyvideoresearch ⭐ 435

A repository of common methods, datasets, and tasks for video research

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

Fcn Pytorch ⭐ 366

🚘 Easiest Fully Convolutional Networks

U Net Brain Tumor ⭐ 351

U-Net Brain Tumor Segmentation

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Blitznet ⭐ 293

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

Firstcoursenetworkscience ⭐ 290

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

Ffa Net ⭐ 286

FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

Neuraln ⭐ 273

Ties 2.0 ⭐ 260

Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

Stereo From Mono ⭐ 242

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Bayesian Neural Network Mnist ⭐ 212

Bayesian neural network using Pyro and PyTorch on MNIST dataset

Matchingnetworks ⭐ 209

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

Structuredinference ⭐ 206

Structured Inference Networks for Nonlinear State Space Models

Deep Emotion ⭐ 203

Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation

Attention_network_with_keras ⭐ 201

An example attention network with simple dataset.

Tight Learned Inertial Odometry

Quickdraw ⭐ 192

A simple implementation of Google's Quick, Draw Project for humans. 🖌️ 🖼️

Unity Neural Network ⭐ 185

Simple neural network implemented in C# for Unity3D

Cvpytorch ⭐ 183

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

Dgc Net ⭐ 167

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

Chromagan ⭐ 167

Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization

Tensorflow_input_image_by_tfrecord ⭐ 161

Feed your own image data to a pre-trained network by tensorflow

Pyramid Attention Networks Pytorch ⭐ 153

Implementation of Pyramid Attention Networks for Semantic Segmentation.

Linknet ⭐ 150

Video_seg ⭐ 143

OSMN: One-Shot Modulation Network for Semi-supervised Video Segmentation

Frontalization ⭐ 139

Pytorch deep learning face frontalization model

Video Super Resolution ⭐ 138

Video super resolution implemented in Pytorch

Networkdata ⭐ 138

R package containing several network datasets

Graphrec_pytorch ⭐ 137

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

Tradzqai ⭐ 136

Trading environnement for RL agents, backtesting and training.

Neural_rerendering_in_the_wild ⭐ 135

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Fgsegnet ⭐ 133

FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding

One Network Many Uses ⭐ 130

Four-in-one deep network: image search, image captioning, similar words and similar images using a single model

Fastmri Reproducible Benchmark ⭐ 122

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Botnet Detection ⭐ 122

Topological botnet detection datasets and graph neural network applications

Pytorch Project Template ⭐ 121

Deep Learning project template for PyTorch (multi-gpu training is supported)

Tensorflow.cifar10 ⭐ 119

The examples of image recognition with the dataset CIFAR10 via tensorflow.

Convnet_transfer ⭐ 119

Code for paper "How transferable are features in deep neural networks?"

Openvehiclevision ⭐ 118

An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Pytorch Capsulenet ⭐ 113

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

Chainer Pose Proposal Net ⭐ 112

Chainer implementation of Pose Proposal Networks

Bach_ai ⭐ 111

LSTM Neural Network that tries to write piano melodies similar to Bach's

Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108

pytorch implementation for Contrastive Adaptation Network

Roadtracer ⭐ 107

Hyperbolic_nn ⭐ 107

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

Torch Gqn ⭐ 106

PyTorch Implementation of Generative Query Network

Examples ⭐ 103

Fully-working mlpack example programs

Labelpropagation ⭐ 101

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

Dsen2 Cr ⭐ 101

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Python/Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.

Singleobjectdetection ⭐ 94

Questiongeneration ⭐ 94

Graph Embedding ⭐ 91

Four network embedding algorithms(deepwalk, node2vec, TADW ,LINE) for two datasets(Cora, Tencent Weibo)

Transnetv2 ⭐ 90

TransNet V2: Shot Boundary Detection Neural Network

Deep Homography Estimation Pytorch ⭐ 89

Deep homography network with Pytorch

Snn_angular_velocity ⭐ 87

Event-Based Angular Velocity Regression with Spiking Networks

Sample Social Network Datasets ⭐ 87

A collection of social network datasets for teaching with tools like Gephi

Segdec Net Jim2019 ⭐ 86

Surface Defect Detection with Segmentation-Decision Network on KolektorSDD

Network Intrusion Detection ⭐ 85

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

Torchsketch ⭐ 83

Mayo: Auto-generation of hardware-friendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.

Gait Recognition Using Smartphones ⭐ 82

Deep Learning-Based Gait Recognition Using Smartphones in the Wild

Image Segmentation Fcn ⭐ 81

Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow

Gcn Pytorch ⭐ 81

Graph Convolution Network for PyTorch

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Crnn With Stn ⭐ 79

implement CRNN in Keras with Spatial Transformer Network

Learning2dance_cag_2020 ⭐ 79

PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dance-music data for training!

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

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