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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!

Watergan ⭐ 77

Source code for "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"

Demo Routenet ⭐ 76

Demo of RouteNet in ACM SIGCOMM'19

Nn Scratch ⭐ 74

Coding up a Neural Network Classifier from Scratch

Keras_zoo ⭐ 74

Keras implementation of Classification, Detection and Segmentation Networks

Unsupervised Anomaly Detection With Generative Adversarial Networks ⭐ 74

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

Docextractor ⭐ 73

(ICFHR 2020 oral) Code for "docExtractor: An off-the-shelf historical document element extraction" paper

Topology ⭐ 73

Data about the past and current structure of the Lightning Network

Ctpn.mxnet ⭐ 70

Connectionist Text Proposal Network in MXNet

Tensorflow Examples ⭐ 70

Sample tensorflow code to try on Floyd

Network Threats Taxonomy ⭐ 70

Machine Learning based Intrusion Detection Systems are difficult to evaluate due to a shortage of datasets representing accurately network traffic and their associated threats. In this project we attempt at solving this problem by presenting two taxonomies

Mnist Neural Network Plain Php ⭐ 69

A neural network implementation for the MNIST dataset, written in plain PHP

Cnn_vocoder ⭐ 69

A fast cnn-based vocoder

Neuron_as_deep_net ⭐ 69

Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021

Unet Satellite Image Segmentation ⭐ 68

A Tensorflow implentation of light UNet framework for remote sensing semantic segmentation task.

Deep Learn Oil ⭐ 68

Deep learning tools for predicting oil well data

Cnn Monofusion ⭐ 67

The release code and dataset of CNN-MonoFusion for ismar2018

Stgcn Pytorch ⭐ 67

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

Yolo_resnet ⭐ 65

Implementing YOLO using ResNet as the feature extraction network

TSM - Twitter Subgraph Manipulator

Carnd Transfer Learning Lab ⭐ 64

Motion Planning Networks

Dual Graph Convolution Networks

Semantic_segmentation ⭐ 61

Semantic Segmentation using Fully Convolutional Neural Network.

Tensorflow Notebooks Examples ⭐ 59

Tensorflow Notebook Examples and Tutorials

Segmentation_uncertainty ⭐ 59

Triplet Net Keras ⭐ 59

Implementation of Triplet Neural Network on keras

Shape Adaptor ⭐ 59

The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].

AAAI 2021-Deep Fusion Clustering Network

Mnist Neural Network Plain C ⭐ 58

A neural network implementation for the MNIST dataset, written in plain C

Robond Deeplearning Project ⭐ 56

RoboND Term 1 Deep Learning Project, Follow-Me

Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

Snip Public ⭐ 51

SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY

Generative_zoo ⭐ 50

Squeezenas ⭐ 50

Nn4topopt ⭐ 50

Code for "Neural Networks for Topology Optimization"

Densemapnet ⭐ 50

Keras code of my ICRA 2018 paper "Fast Disparity Estimation using Dense Networks"

Training a convolutional neural network using own picture dataset

Davian Tensorflow ⭐ 47

tensorflow tutorial for beginner to intermediate

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Code for "Scale-Equivariant Steerable Networks"

Hatefuluserstwitter ⭐ 46

Code for the paper "Characterizing and Detecting Hateful Users on Twitter"

Crossview_localisation ⭐ 44

Tabletrainnet ⭐ 44

Table recognition inside douments using neural networks

Roteqnet ⭐ 43

Rotational Equivariant Networks for PyTorch/Python

Geometricpretraining ⭐ 42

This is the code base for paper ``Geometric Pretraining for Monocular Depth Estimation``, the paper is currently under review. The preprint will be available when it is ready.

Cnn Captcha Solving ⭐ 42

CAPTCHA solving using Convolutional Neural Networks

Ct Denoising Review ⭐ 42

review of CT denoising paper

Reducing Network Agnostophobia ⭐ 41

Using Ranking Cnn For Age Estimation ⭐ 41

Using Ranking-CNN for Age Estimation

Deep Learning Resources ⭐ 41

A curated list of deep learning resources books, courses, papers, libraries, conferences, sample code, and many more.

ACFNet: Attentional Class Feature Network for Semantic Segmentation.(ICCV2019)

Ddosflowgen ⭐ 40

Simulate DDoS attacks and generate traffic datasets

Horseshoe Bnn ⭐ 40

A Bayesian Neural Network with a horseshoe prior for improved interpretability

Vue Vis Network ⭐ 38

Vue 2 integration with https://github.com/visjs/vis-network/

Deepillumination ⭐ 36

Code and examples from our paper "Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Networks," by Manu Mathew Thomas and Angus Forbes

Srsurvey ⭐ 36

A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys

Moleculargnn_3dstructure ⭐ 36

Graph neural network (GNN) for molecular property prediction (3D structure)

Graphlinematching ⭐ 35

The code for Robust Line Segments Matching via Graph Convolution Networks

Capsulevos ⭐ 35

HiDDeN: Hiding Data with Deep Networks.

Halloween Costume Dataset ⭐ 34

A crowd-sourced dataset of 4800 Halloween costumes

Mddatasetbuilder ⭐ 34

A script to build reference datasets for training neural network potentials from given LAMMPS trajectories.

Segmentation Networks Benchmark ⭐ 34

Evaluation framework for testing segmentation networks in Keras

Dcgan Inpainting.torch ⭐ 33

Image completion with Torch

Street Data Processing Tools ⭐ 32

ArcGIS geoprocessing toolbox containing tools to create and build a network dataset from commercial street data.

Neural Magic Eye ⭐ 32

Neural Magic Eye: Learning to See and Understand the Scene Behind an Autostereogram, arXiv:2012.15692.

Nettailor ⭐ 32

Source code accompanying our CVPR 2019 paper: "NetTailor: Tuning the architecture, not just the weights."

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Stvun Pytorch ⭐ 32

Deep Space-Time Video Upsampling Networks

Harrison Dataset ⭐ 31

HARRISON: A Benchmark on HAshtag Recommendation for Real-world Images in SOcial Networks

Musicsymbolclassifier ⭐ 30

A Python project that trains a Deep Neural Network to distinguish between Music Symbols

Infnet Spen ⭐ 30

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

Relation Network ⭐ 30

Tensorflow implementation of Relation Network (bAbI dataset)

Lorentzgroupnetwork ⭐ 30

Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of space and time in physics.

Attentive Filtering Network ⭐ 29

University of Edinbrugh-Johns Hopkins University's system for ASVspoof 2017 Version 2.0 dataset.

Network Representation Learning ⭐ 28

network-representation-learning: DeepWalk, LINE, Node2Vec, GraRep

Magic Bullet ⭐ 28

Analysis code for the research paper "Convolutional neural networks: a magic bullet for gravitational-wave detection?"

Imvisible ⭐ 28

ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ACVR'19)

Blockchain Predictor ⭐ 28

Deep leraning cryptocurrency prediction with blockchain-based dataset

Pyrecognizer ⭐ 28

"A neural network to rule them all, a neural network to find them, a neural network to bring them all and verify if is you !!" (Face recognition tool)

Silhonet ⭐ 28

Official Tensorflow implementation of SilhoNet

Hypergans ⭐ 27

Generative Adversarial Networks for synthetic hyperspectral data generation.

Texture_generation ⭐ 27

An Implementation of 'Texture Synthesis Using Convolutional Neural Networks' with Kylberg Texture Dataset

Chainer Pointnet ⭐ 26

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

Evaluation_framework_for_graph_embedding ⭐ 26

Deep Neural Networks Based Approaches for Graph Embeddings

Objects_counting_dmap ⭐ 26

Objects counting from density map

Key value memory network implemented using keras

A convolutional neural network for tuberculosis diagnosis from frontal chest X-Rays

Siamese Neural Networks ⭐ 25

Implementation of the Siamese Neural Networks in PyTorch using MNIST dataset

DPPmodel and dataset

Factor Graph Neural Network ⭐ 24

Factor Graph Neural Network

Primal Dual Networks ⭐ 24

Indian Sign Language Gesture Recognition ⭐ 24

Indian Sign Language Gesture Recognition

Sigmanet ⭐ 24

Sigmanet: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction,

Facetouch ⭐ 24

Neural Network to predict face touch on live feed and warn you, "don't touch the face".

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