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348 search results found
Tensorflow Examples
⭐
43,109
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Dcgan Tensorflow
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6,761
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Open_nsfw
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5,230
Not Suitable for Work (NSFW) classification using deep neural network Caffe models.
Stargan V2
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3,185
StarGAN v2  Official PyTorch Implementation (CVPR 2020)
Transfer Learning Library
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2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Semantic Segmentation Suite
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2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
Neural Redis
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2,176
Neural networks module for Redis
Surface Defect Detection
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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
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1,473
Building a Realtime HandDetector using Neural Networks (SSD) on Tensorflow
Awesome Diarization
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1,384
A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
Graph Fraud Detection Papers
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1,148
A curated list of graphbased fraud, anomaly, and outlier detection papers & resources
Noise2noise
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1,094
Noise2Noise: Learning Image Restoration without Clean Data  Official TensorFlow implementation of the ICML 2018 paper
Coloring Greyscale Images
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997
Coloring black and white images with deep learning.
Semanticsegmentation_dl
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983
Resources of semantic segmantation based on Deep Learning model
Awesome Cybersecurity Datasets
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765
A curated list of amazingly awesome Cybersecurity datasets
Facial Similarity With Siamese Networks In Pytorch
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620
Implementing Siamese networks with a contrastive loss for similarity learning
Transportationnetworks
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618
Transportation Networks for Research
Nasbench
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583
NASBench: A Neural Architecture Search Dataset and Benchmark
Tensorflow Value Iteration Networks
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544
TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Neuralnetwork.net
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472
A TensorFlowinspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
Fedprox
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465
Federated Optimization in Heterogeneous Networks (MLSys '20)
Mac Network
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445
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
Pyvideoresearch
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435
A repository of common methods, datasets, and tasks for video research
Urban Sound Classification
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427
Urban sound classification using Deep Learning
Dsin
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405
Code for the IJCAI'19 paper "Deep Session Interest Network for ClickThrough Rate Prediction"
Fcn Pytorch
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366
🚘 Easiest Fully Convolutional Networks
U Net Brain Tumor
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351
UNet Brain Tumor Segmentation
Hyperspectral Classification
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309
HyperspectralClassification Pytorch
Blitznet
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293
Deep neural network for object detection and semantic segmentation in realtime. Official code for the paper "BlitzNet: A RealTime Deep Network for Scene Understanding"
Firstcoursenetworkscience
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290
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
Ffa Net
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286
FFANet: Feature Fusion Attention Network for Single Image Dehazing
Neuraln
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273
Ties 2.0
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260
Code for: S.R. Qasim, H. Mahmood, and F. Shafait, Rethinking Table Recognition using Graph Neural Networks (2019)
Sgcn
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253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Stereo From Mono
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242
[ECCV 2020] Learning stereo from single images using monocular depth estimation networks
R C3d
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218
code for RC3D
Deephyperx
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216
Deep learning toolbox based on PyTorch for hyperspectral data classification.
Bayesian Neural Network Mnist
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212
Bayesian neural network using Pyro and PyTorch on MNIST dataset
Matchingnetworks
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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
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206
Structured Inference Networks for Nonlinear State Space Models
Deep Emotion
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203
Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation
Attention_network_with_keras
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201
An example attention network with simple dataset.
Tlio
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194
Tight Learned Inertial Odometry
Quickdraw
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192
A simple implementation of Google's Quick, Draw Project for humans. 🖌️ 🖼️
Unity Neural Network
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185
Simple neural network implemented in C# for Unity3D
Cvpytorch
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183
CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.
Dgc Net
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167
A PyTorch implementation of "DGCNet: Dense Geometric Correspondence Network"
Chromagan
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167
Official Implementation of ChromaGAN: An Adversarial Approach for Picture Colorization
Tensorflow_input_image_by_tfrecord
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161
Feed your own image data to a pretrained network by tensorflow
Pyramid Attention Networks Pytorch
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153
Implementation of Pyramid Attention Networks for Semantic Segmentation.
Linknet
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150
Video_seg
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143
OSMN: OneShot Modulation Network for Semisupervised Video Segmentation
Frontalization
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139
Pytorch deep learning face frontalization model
Video Super Resolution
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138
Video super resolution implemented in Pytorch
Networkdata
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138
R package containing several network datasets
Graphrec_pytorch
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137
A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)
Tradzqai
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136
Trading environnement for RL agents, backtesting and training.
Neural_rerendering_in_the_wild
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135
Twitter Sentiment Cnn
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133
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
Fgsegnet
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133
FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding
One Network Many Uses
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130
Fourinone deep network: image search, image captioning, similar words and similar images using a single model
Fastmri Reproducible Benchmark
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122
Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runnerup of the 2020 fastMRI challenge.
Botnet Detection
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122
Topological botnet detection datasets and graph neural network applications
Pytorch Project Template
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121
Deep Learning project template for PyTorch (multigpu training is supported)
Tensorflow.cifar10
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119
The examples of image recognition with the dataset CIFAR10 via tensorflow.
Convnet_transfer
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119
Code for paper "How transferable are features in deep neural networks?"
Openvehiclevision
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118
An opensource lib. for vehicle vision applications (written by MATLAB), lane marking detection, road segmentation
Hierarchical Attention Network
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117
Implementation of Hierarchical Attention Networks in PyTorch
Gran
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115
Pytorch Capsulenet
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113
An easytofollow Pytorch implementation of Hinton's Capsule Network
Chainer Pose Proposal Net
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112
Chainer implementation of Pose Proposal Networks
Bach_ai
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111
LSTM Neural Network that tries to write piano melodies similar to Bach's
Contrastive Adaptation Network For Unsupervised Domain Adaptation
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108
pytorch implementation for Contrastive Adaptation Network
Roadtracer
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107
Hyperbolic_nn
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107
Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112
Torch Gqn
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106
PyTorch Implementation of Generative Query Network
Examples
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103
Fullyworking mlpack example programs
Labelpropagation
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101
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in LargeScale Networks" (Physical Review E 2008).
Dsen2 Cr
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101
DSen2CR: A network for removing clouds from Sentinel2 images. This repo contains the model code, written in Python/Keras, as well as links to pretrained checkpoints and the SEN12MSCR dataset.
Graph Networks
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101
A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
Umnn
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99
Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.
Singleobjectdetection
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94
Questiongeneration
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94
Graph Embedding
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91
Four network embedding algorithms(deepwalk, node2vec, TADW ,LINE) for two datasets(Cora, Tencent Weibo)
Transnetv2
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90
TransNet V2: Shot Boundary Detection Neural Network
Deep Homography Estimation Pytorch
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89
Deep homography network with Pytorch
Snn_angular_velocity
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87
EventBased Angular Velocity Regression with Spiking Networks
Sample Social Network Datasets
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87
A collection of social network datasets for teaching with tools like Gephi
Segdec Net Jim2019
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86
Surface Defect Detection with SegmentationDecision Network on KolektorSDD
Network Intrusion Detection
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85
Machine Learning with the NSLKDD dataset for Network Intrusion Detection
Torchsketch
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83
Mayo
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82
Mayo: Autogeneration of hardwarefriendly deep neural networks. Dynamic Channel Pruning: Feature Boosting and Suppression.
Gait Recognition Using Smartphones
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82
Deep LearningBased Gait Recognition Using Smartphones in the Wild
Image Segmentation Fcn
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81
Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow
Gcn Pytorch
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81
Graph Convolution Network for PyTorch
Cnn Graph Classification
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79
A convolutional neural network for graph classification in PyTorch
Crnn With Stn
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79
implement CRNN in Keras with Spatial Transformer Network
Learning2dance_cag_2020
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79
PyTorch implementation of our graph convolutional network (GCN) for human motion generation from music. Also with paired dancemusic data for training!
Practicalmachinelearning
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79
A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or opensource
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