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406 search results found

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Abnormal_event_detection ⭐ 172

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Distributed Keras Engine, Make Keras faster with only one line of code.

A cleaner way to build neural networks for PyTorch.

Shape Detection ⭐ 158

🟣 Object detection of abstract shapes with neural networks

RObust document image BINarization

Ntu_hylee_machinelearning_homework ⭐ 156

作業分享：台大李宏毅 (Hung-Yi Lee) 教授的Machine Learning (2016, Fall)

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

Charcnn_keras ⭐ 142

The implementation of text classification using character level convoultion neural networks using Keras

Inferpy ⭐ 141

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Attendance Using Face ⭐ 141

Face-recognition using Siamese network

Deep Learning Resources ⭐ 138

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

Har Keras Cnn ⭐ 137

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Keras2cpp ⭐ 131

it's a small library for running trained Keras 2 models from a native C++ code.

Lung Segmentation 2d ⭐ 128

Lung fields segmentation on CXR images using convolutional neural networks.

Mobilenetworks ⭐ 128

Keras implementation of Mobile Networks

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Ecg Arrhythmia Classification ⭐ 123

ECG arrhythmia classification using a 2-D convolutional neural network

Sarcasmdetection ⭐ 120

Sarcasm detection on tweets using neural network

Ergo Pe Av ⭐ 120

🧠 🦠 An artificial neural network and API to detect Windows malware, based on Ergo and LIEF.

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'

Deepway ⭐ 118

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

Reading Text In The Wild ⭐ 118

A Keras/Theano implementation of "Reading Text in the Wild with Convolutional Neural Networks" by M Jaderberg et.al.

Midi Rnn ⭐ 117

Generate monophonic melodies with machine learning using a basic LSTM RNN

Automatic Speech Recognition ⭐ 116

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Edge Computing Engine ⭐ 110

Edge : a computing engine base C++/C

Deep Learning Coursera Complete ⭐ 108

Deep Learning Specialization by Andrew Ng on Coursera - My Completed Coursework Repo - All 5 Courses

Keras_weight_animator ⭐ 107

Save keras weight matrices as short animated videos during training

Autoencoders ⭐ 105

Implementation of simple autoencoders networks with Keras

Reference implementations of popular Binarized Neural Networks

Siamese Networks ⭐ 103

Few Shot Learning by Siamese Networks, using Keras.

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Deep_architect ⭐ 98

A general, modular, and programmable architecture search framework

Hands On Machine Learning With Scikit Learn Keras And Tensorflow ⭐ 97

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

A repository for recording the machine learning code

Python Machine Learning Book 3rd Edition ⭐ 93

<머신 러닝 교과서 3판>의 코드 저장소

R interface to the keras library

The On-Ramp to Deep Learning

Keras Mdn Layer ⭐ 91

An MDN Layer for Keras using TensorFlow's distributions module

Race and ethnicity Imputation from Disease history with Deep LEarning

Pyaudioclassification ⭐ 89

🎶 dead simple audio classification

Katana Assistant ⭐ 88

Text based assistant powered by Machine Learning and NLP

Object Tracking ⭐ 86

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

Facial Expression Recognition ⭐ 84

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representat

Colab Tf Utils ⭐ 84

Automatically backup keras/tensorflow models from Google's Colab service to your GoogleDrive based on a keras callback!

Neural Networks ⭐ 82

practical introduction to Python for neural networks, with keras and tensorflow - Oct 2016

Neural Disaggregator ⭐ 82

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

Ztdl Masterclasses ⭐ 80

Batter Pitcher 2vec ⭐ 80

A model for learning distributed representations of MLB players.

Phormatics ⭐ 79

Using A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)

Deep Learning Tensorflow Book Code ⭐ 78

[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.

Keras Attention Augmented Convs ⭐ 77

Keras implementation of Attention Augmented Convolutional Neural Networks

Nengo Dl ⭐ 77

Deep learning integration for Nengo

Keras Complex ⭐ 76

Keras-Tensorflow implementation of complex-valued convolutional neural networks

Deepfm_keras ⭐ 75

A simple DeepFM.

Mmwave Gesture Recognition ⭐ 73

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

Neural Chatbot ⭐ 73

A Neural Network based Chatbot

Classification Of Hyperspectral Image ⭐ 73

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Diin In Keras ⭐ 70

Reproducing Densely Interactive Inference Network in Keras

Machine Learning ⭐ 70

Allstate_capstone ⭐ 69

Allstate Kaggle Competition ML Capstone Project

Deep Learn Oil ⭐ 68

Deep learning tools for predicting oil well data

Tensorflow_cpp ⭐ 68

C and C++ examples for tensorflow

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Keras Cnn Qa ⭐ 67

Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"

Dcase2017 Baseline System ⭐ 66

DCASE 2017 Baseline system

Awesome Gan Resources ⭐ 66

🤖A list of resources to help anyone getting started with GANs 🤖

Keras Shufflenet ⭐ 66

ShuffleNet Implementation using Keras Functional Framework 2.0

Pythonic_ocr ⭐ 66

A convolutional neural network implemented in pure numpy.

Hands On Python Deep Learning For Web ⭐ 65

Hands-On Python Deep Learning for Web by Anubhav Singh and Sayak Paul

Neural Network Sandbox ⭐ 64

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Captcha_break_keras ⭐ 61

keras theano 验证码破解字母+数字

Do It Dl ⭐ 61

<Do it! 딥러닝 입문> 도서의 주피터 노트북

Cnn Image Classifier ⭐ 61

A Simple Deep Neural Network to classify images made with Keras

Generative modeling of synthetic time series data and time series augmentations

Deep Learning over PyTorch

Dnn Watermark ⭐ 60

Implementation of "Embedding Watermarks into Deep Neural Networks," in Proc. of ICMR'17.

Galvaneye ⭐ 60

Self-driving RC car using OpenCV and Keras

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Graph_2d_cnn ⭐ 59

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'

Train Ai With Django Swagger Jwt ⭐ 57

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

Deep Learning For Earth Observation ⭐ 56

Application of deep learning for earth observation.

Digit Recognizer Flask Cnn ⭐ 56

A simple Flask application that recognizes handwritten digits. Developed using TensorFlow and Keras.

Baidu_dogs ⭐ 56

百度西交第三届大数据比赛Baseline(全国第4名)

Credit Card Fraud ⭐ 55

Analysis of credit card fraud data

Kerasformula ⭐ 55

A high-level interface to keras for R that takes advantage of formulas

Vrn Torch To Keras ⭐ 55

Transfer pre-trained VRN model from torch to Keras/Tensorflow

Python Machine Learning Book 2nd Edition ⭐ 54

<머신러닝 교과서 with 파이썬, 사이킷런, 텐서플로>의 코드 저장소

Age And Sex Prediction From Image Convolutional Neural Network With Artificial Intelligence ⭐ 54

Age and Sex Prediction from Image - Convolutional Neural Network with Artificial Intelligence

Char Rnn Text Generation ⭐ 54

Character Embeddings Recurrent Neural Network Text Generation Models

Entity_embeddings_categorical ⭐ 54

Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Nvidia Docker Keras ⭐ 54

Workflow that shows how to train neural networks on EC2 instances with GPU support and compares training times to CPUs

Paper End2end Dl ⭐ 53

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

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