32 Open Source Deeplearning4j Software Projects
Free and open source deeplearning4j code projects including engines, APIs, generators, and tools.
Eclipse Deeplearning4j 12338 ⭐
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.
Kafka Streams Machine Learning Examples 727 ⭐
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.
Photolabeller 128 ⭐
Federated Learning: Client application doing classification of images and local training. Works better with the Parameter Server at https://github.com/mccorby/PhotoLabellerServer
Pujangga 58 ⭐
Pujangga - Indonesian Natural Language Processing Tool with REST API, an Interface for InaNLP and Deeplearning4j's Word2Vec
Photolabellerserver 46 ⭐
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
Multi Digit Segmentation And Recognition 21 ⭐
Handwritten Multi-digit String Segmentation and Recognition using Deep Learning.
Gan_deeplearning4j 17 ⭐
Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
Chessboardscanner 25 ⭐
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.