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Lstm Human Activity Recognition ⭐ 3,074

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

a delightful machine learning tool that allows you to train, test, and use models without writing code

[CVPR2020] Adversarial Latent Autoencoders

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Neural Redis ⭐ 2,176

Neural networks module for Redis

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Objectron ⭐ 1,958

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat

Pytorch Cpp ⭐ 1,710

C++ Implementation of PyTorch Tutorials for Everyone

Transfer Learning Conv Ai ⭐ 1,499

🦄 State-of-the-Art Conversational AI with Transfer Learning

Handtracking ⭐ 1,473

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

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Theano Tutorials ⭐ 1,221

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Pretrain Gnns ⭐ 805

Strategies for Pre-training Graph Neural Networks

Emotion Recognition Neural Networks ⭐ 803

Emotion recognition using DNN with tensorflow

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

Streaming ⭐ 755

A Data Streaming Library for Efficient Neural Network Training

Self Driving Car In Video Games ⭐ 729

A deep neural network that learns to drive in video games

Bmw Yolov4 Training Automation ⭐ 630

This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.

Facial Similarity With Siamese Networks In Pytorch ⭐ 620

Implementing Siamese networks with a contrastive loss for similarity learning

Inceptiontime ⭐ 554

InceptionTime: Finding AlexNet for Time Series Classification

Tensorflow Value Iteration Networks ⭐ 544

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

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

Multilabel Timeseries Classification With Lstm ⭐ 487

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Text2sql Data ⭐ 478

A collection of datasets that pair questions with SQL queries.

Posecnn ⭐ 473

A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes

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

Datumaro ⭐ 452

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

Pytorch Flows ⭐ 444

PyTorch implementations of algorithms for density estimation

Seq2seqchatbots ⭐ 433

A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

Urban Sound Classification ⭐ 427

Urban sound classification using Deep Learning

Keras Text ⭐ 417

Text Classification Library in Keras

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

Human Activity Recognition Using Cnn ⭐ 355

Convolutional Neural Network for Human Activity Recognition in Tensorflow

Dota2 Predictor ⭐ 329

Tool that predicts the outcome of a Dota 2 game using Machine Learning

Musicgenreclassification ⭐ 327

Classify music genre from a 10 second sound stream using a Neural Network.

Dimensionality reduction in very large datasets using Siamese Networks

Attention_is_all_you_need ⭐ 293

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

Handwriting Generation ⭐ 289

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

Bmw Labeltool Lite ⭐ 288

This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.

🧠 A tool that makes AI easier.

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

Masktextspotter.caffe2 ⭐ 250

The code of "Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes"

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Glcic Pytorch ⭐ 230

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Dynamic Training Bench ⭐ 214

Simplify the training and tuning of Tensorflow models

Bayesian Neural Network Mnist ⭐ 212

Bayesian neural network using Pyro and PyTorch on MNIST dataset

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Arabic Ocr ⭐ 192

OCR system for Arabic language that converts images of typed text to machine-encoded text.

Intrinsic Image Popularity ⭐ 189

The pytorch code of the paper "Intrinsic Image Popularity Assessment"

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Unity Neural Network ⭐ 185

Simple neural network implemented in C# for Unity3D

Stylenet ⭐ 183

A cute multi-layer LSTM that can perform like a human 🎶

Shape Detection ⭐ 158

🟣 Object detection of abstract shapes with neural networks

RObust document image BINarization

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

Group_dro ⭐ 151

Distributionally robust neural networks for group shifts

Pytorch implementation of Block Neural Autoregressive Flow

Frame-Recurrent Video Super-Resolution (official repository)

Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks

Samplernn_torch ⭐ 138

Torch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

Graphrec_pytorch ⭐ 137

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

Coordconv ⭐ 133

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

Remo Python ⭐ 131

🐰 Python lib for remo - the app for annotations and images management in Computer Vision

[unofficial] CVPR2014-Convolutional neural networks for no-reference image quality assessment

Learnpaddle2 ⭐ 130

PaddlePaddle Fluid 版本系列教程，CSDN博客专栏：

Combogan ⭐ 128

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.

Gan Mri ⭐ 118

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Sherlock Project ⭐ 113

This repository provides data and scripts to use Sherlock, a DL-based model for semantic data type detection: https://sherlock.media.mit.edu.

Bach_ai ⭐ 111

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

Deep Smoke Machine ⭐ 110

Deep learning models and dataset for recognizing industrial smoke emissions

Spider Schema Gnn ⭐ 110

Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"

Machine reading comprehension on clinical case reports

Hyperbolic_nn ⭐ 107

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

Midaspy ⭐ 105

Python package for missing-data imputation with deep learning

Bertqa Attention On Steroids ⭐ 105

BertQA - Attention on Steroids

A graph-based deep learning framework for life science

Examples ⭐ 103

Fully-working mlpack example programs

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

Multi Task Learning ⭐ 100

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

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

Robot Grasp Detection ⭐ 97

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

Obman_train ⭐ 96

[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images

Tensorflow Audio Classification ⭐ 94

Audio classification with VGGish as feature extractor in TensorFlow

Meme Generator ⭐ 87

MemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Student Teacher Anomaly Detection ⭐ 83

Student–Teacher Anomaly Detection with Discriminative Latent Embeddings

Discogan Tensorflow ⭐ 82

An implementation of DiscoGAN in tensorflow

Image Segmentation Fcn ⭐ 81

Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow

Cnn Graph Classification ⭐ 79

A convolutional neural network for graph classification in PyTorch

Gesticulator ⭐ 77

The official implementation for ICMI 2020 Best Paper Award "Gesticulator: A framework for semantically-aware speech-driven gesture generation"

Forecastml ⭐ 76

An R package with Python support for multi-step-ahead forecasting with machine learning and deep learning algorithms

A 1D analogue of the MNIST dataset for measuring spatial biases and answering "science of deep learning" questions.

Nn Scratch ⭐ 74

Coding up a Neural Network Classifier from Scratch

Text Segmentation ⭐ 73

Implementation of the paper: Text Segmentation as a Supervised Learning Task

Mxnet E2far ⭐ 72

MXNET/Gluon Implementation of End-to-end 3D Face Reconstruction with Deep Neural Networks

Rid Covid ⭐ 71

Image-based COVID-19 diagnosis. Links to software, data, and other resources.

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