Top 1371 keras open source projects

Re-implementation of ELMo on Keras

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

An MDN Layer for Keras using TensorFlow's distributions module

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

Generate monophonic melodies with machine learning using a basic LSTM RNN

ECG classification programs based on ML/DL methods

Chinese Speech To Text Using Wavenet

Implementation of simple autoencoders networks with Keras

Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.4+.

General code to convert a trained keras model into an inference tensorflow model

A collection of Natural language processing pre-trained models.

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

Object classification with CIFAR-10 using transfer learning

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

[UNMAINTAINED] Automated machine learning for analytics & production

These are a set of tools using OpenCV, Tensorflow and Keras, with which you can generate your own model of facial landmark detection and demonstrate the effect of newly-generated model easily.

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.

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

Neural net to compare human faces.

Open standard for machine learning interoperability

C51-DDQN in Keras

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

Keras community contributions

Deep Learning-based Voice Conversion system

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

How to run Object Detection and Segmentation on a Video Fast for Free

Keras Object Detection API with YOLK project 🍳

Load GPT-2 checkpoint and generate texts

图卷积神经网络 Graph Convolutional Network with Keras

Distributed Deep learning with Keras & Spark

Dual Path Networks for Keras 2.0+

Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.

mtcnn face detection transplanted to keras

Keras implementation for Pointnet

Autoencoders in Keras

🎶 dead simple audio classification

Code examples for training AlexNet using Keras and Theano

Deploying Keras models using TensorFlow Serving and Flask

Using Machine Learning to predict the type of exercise from movement data

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

All my experiments with AI and ML

Adventures using keras on Google's Cloud ML Engine

A Simply Example to show how to use Keras model in multiple processes to do the prediction

A collection of all projects pertaining to different layers in the SDC software stack

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Chinese & English Cws Pos Ner Entity Recognition implement using CNN bi-directional lstm and crf model with char embedding.基于字向量的CNN池化双向BiLSTM与CRF模型的网络，可能一体化的完成中文和英文分词，词性标注，实体识别。主要包括原始文本数据，数据转换,训练脚本,预训练模型,可用于序列标注研究.注意：唯一需要实现的逻辑是将用户数据转化为序列模型。分词准确率约为93%，词性标注准确率约为90%，实体标注（在本样本上）约为85%。

Face2Data: Extract meaningful information from a person face in less than a second. Powered by Keras and Flask.

Source code of Indian Paper Currency Prediction 🔥

Bias detection in the news. Back and front end for areyoufakenews.com

Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.

Deep Learning For Computer Vision With Python

AdamW optimizer for Keras

Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-samples

An adblocker for live radio streams and podcasts. Machine learning meets Shazam.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation

Direct Future Prediction (DFP ) in Keras

Convert ONNX model graph to Keras model format.