keras

SqueezeNet Keras demo

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

Deep Learning Bootcamp

A R-CNN machine learning model for handling Pop-up window in mobile Apps.

keras implementation about Deep Interest Network

AdaBound optimizer in Keras

Using deepLabv3+ to segment humans

Simple Sign Language Detector

Attention Bidirectional Video Recurrent Net

使用深度学习的方式破解宝塔控制面板的验证码服务

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) predi...

Keras implementation of sketch inversion using deep convolution neural networks (synthesising photo-realistic images from pencil sketches)

Using Bayesian Optimization to optimize hyper parameter in Keras-made neural network model.

Unofficial attempt to rebuild AlphaGo Zero

Hung-Yi Lee ML 2017 Spring Homework

Emotion detection on browser using TensorFlow.js

Distance Recognition of a Human Being with Deep CNN's

Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.

Keras BiseNet architecture implementation

A TensorFlow+Keras implementation of "Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms"

Kaggle Competition: Using deep learning to solve quora's question pairs problem

Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.

Research Pipeline for image masking/segmentation in Keras

Code and pre-trained models for Instance Segmentation track in Open Images Dataset

Disentangled Variational Auto-Encoder in TensorFlow / Keras (Beta-VAE)

📚 Text classification library with Keras

Keras callback function for stochastic weight averaging

Example of semantic segmentation in Keras

Build a deep learning model for predicting the named entities from text.

Keras implementation of R-MAC+ descriptors

Recurrent Neural Network (LSTM) by using TensorFlow and Keras in Python for BitCoin price prediction

A julia wrapper for https://keras.io

A Siamese similarity model for image similarity

Implementation of seq2seq model for Visual Storytelling Challenge (VIST) http://visionandlanguage.net/VIST/index.html

A Keras/Tensorflow compatible image data generator for TripletLoss

Paper: https://arxiv.org/abs/1702.02285

Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

Example of loading a Keras model into TensorRT C++ API

Keras implementation of DQN on ViZDoom environment

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

A Platform for Real Time CNN Visualization

Used deep reinforcement learning to train a deep neural network to play tic-tac-toe and deployed using tensorflow.js.

Easy-to-use scripts for training and inferencing with Xception on your own dataset

Network Assembler is a simple way to create neural networks in Keras

Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproduc...

Baseline of FashionAI Competition based on Keras.

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

A Keras Implementation of Attention_based Siamese Manhattan LSTM

Jupyter Notebooks and miscellaneous

Experiments logging & visualization