deeplearning

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.

AI on Hadoop

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

Code for Java Deep Learning Cookbook

Demo applications showcasing DJL

Weka package for the Deeplearning4j java library

Kafka Streams + Java + gRPC + TensorFlow Serving => Stream Processing combined with RPC / Request-Response

All DeepLearning4j projects go here.

Tensorflow Java examples

Indian Currency detector using Deeplearning Image classification using transfer Learning Resenet50 model- 10 , 100 and 500.

FancyBing Go AI, JAVA + Deeplearning4j

Real-time Sudoku Solver using Opencv and Deeplearning4j

Java Deep Learning Cookbook, published by Packt

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.

KNIME Deep Learning Integration

Sensor-based human activity recognition from smartphone data in Keras with on-device inference

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

KNIME Deep Learning - Tensorflow Integration

Deeplearning4J框架搭建的第一个问答小AI

Java Deep Learning Library

Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark

KNIME - DeepLearning4J Integration (Labs)

Simple Android app to transform picture to similar drawing

Java深度学习平台