Top 1371 keras open source projects

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

This project is a tool to build CheXNet-like models, written in Keras.

A life simulation for exploring social dynamics

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

Deep learning driven jazz generation using Keras & Theano!

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

An implementation of "mixup: Beyond Empirical Risk Minimization"

details

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

A curated list of dedicated resources and applications

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

Code for YouTube series: Deep Learning for Audio Classification

A multi-channel neural network audio classifier using Keras

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Deep Replay - Generate visualizations as in my "Hyper-parameters in Action!" series!

A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

Deep-Learning Model Exploration and Development for NLP

a toolkit for pose estimation using deep learning

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

[unmaintained] Make seq2seq for keras work

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

Keras-Semantic-Segmentation

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

This repository is the collection of research papers in Deep learning, computer vision and NLP.

Apparel detection using deep learning

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

PoC code from DEF CON 25 presentation

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

BAND：BERT Application aNd Deployment，Simple and efficient BERT model training and deployment, 简单高效的 BERT 模型训练和部署

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

전 세계의 멋진 케라스 문서 및 튜토리얼을 한글화하여 케라스x코리아를 널리널리 이롭게합니다.

Text Classification by Convolutional Neural Network in Keras

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Artificial intelligence learn playing any game with watching you.

Third Project of the Udacity Self-Driving Car Nanodegree Program

Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.

CNN image style transfer 🎨.

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

Face identification with CNN + TPE using Keras

Template for data generator in Keras

A playable implementation of Fully Convolutional Networks with Keras.

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

Visualizer for neural network, deep learning, and machine learning models

A neural network that transforms a design mock-up into a static website.

Attention mechanism Implementation for Keras.

Convert trained PyTorch models to Keras, and the other way around

Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.

Neural networks toolbox focused on medical image analysis