There are 13 repositories under deeplearning4j topic.
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
dl4j 基础教程 配套视频:https://space.bilibili.com/327018681/#/
Plain Stock Close-Price Prediction via Graves LSTM RNNs
Code for Java Deep Learning Cookbook
Weka package for the Deeplearning4j java library
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
See new version https://github.com/mccorby/PhotoLabeller
Making custom object detector using Yolo (Java and Python)
All DeepLearning4j projects go here.
Java based Chess Board Scanner, which converts 2D chess board image into a machine readable format a.k.a. Forsyth–Edwards Notation (FEN). It uses OpenCV and Deeplearning4j frameworks, complemented with some proprietary algorithms implemented for realizing the goal. It currently supports the chess board and pieces sets of the most common online chess platforms chess.com and lichess.org.
Documentation for Deeplearning4j - Deep Learning for the JVM, Java & Scala
Federated Learning: Parameter Server doing aggregation of updates to a model coming from clients participating in a Federated Learning setup. See also the Android application companion at https://github.com/mccorby/PhotoLabeller
Arabic Handwritten Characters Recognition using Deeplearning4j
Certifai Training Labs Repository using Eclipse Deeplearning4j
Java Deep Learning Cookbook, published by Packt
A deeplearning based captcha solver for http://bsr.twse.com.tw/bshtm/
Java Convolutional Neural Network example for Hand Writing Digit Recognition
TextDigester: document summarization java library
Real-time Sudoku Solver using Opencv and Deeplearning4j
Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
Handwritten Multi-digit String Segmentation and Recognition using Deep Learning.
The project is an open source learning spring cloud and deeplearning4j and ibm waston knowledge。(该项目是一个开源的学习SpringCloud和Deeplaring4j和IBMWaston知识的项目)
Spring Boot application that classifies images of coriander (Qazbor) and parsley (Maadanous) herbs using a deep learning model built with DeepLearning4j.
Open-source Data Backend written in Java and based on PostgreSQL & GraphQL.
Using Deeplearning4J with JavaFX for mobile and desktop use and generate C-code and MATLAB-code
A git repository containing an MLP MNist example using DL4J in Java