DJL Blogposts

November 14, 2024 · View on GitHub

TitlePublish dateAuthor
Understanding YOLO: Real-Time Object Detection in Java7/11/2024
Contrastive Loss Explained: A Java Programming Guide7/11/2024
Creating A Spring Boot Application With Machine Learning Integration5/31/2024Maksim Navitsky
How to Improve Spring Boot Applications with Artificial Intelligence and Machine Learning5/20/2024Alexander Obregon
How to deploy and debug a model with DJL5/17/2024TechHara
Deep Learning with Java/Kotlin4/26/2024Kumar Shubham
Explore data with ease: Use SQL and Text-to-SQL in Amazon SageMaker Studio JupyterLab notebooks4/16/2024Pranav Murthy, Bosco Albuquerque, Varun Shah, Sumedha Swamy
Boost inference performance for Mixtral and Llama 2 models with new Amazon SageMaker containers4/8/2024Joao Moura, Rahul Sharma, Dhawalkumar Patel, Qing Lan
Optimized Deployment of Mistral7B on Amazon SageMaker Real-Time Inference2/20/2024Ram Vegiraju
Run ML inference on unplanned and spiky traffic using Amazon SageMaker multi-model endpoints2/19/2024Ram Vegiraju, James Wu, Qingwei Li, Siddharth Venkatesan and others
Detect Objects in Images Using DJL and MXNet Model Zoo2/23/2024
Harness the Power of DJL: Object Detection with MXNet2/22/2024
Seamlessly Integrate Machine Learning into Your Spring App with DJL1/19/2024
Building AI Experiences on AWS in Just 15 Minutes!12/1/2023
Tokenizing Text for Vector Searches with Java10/30/2024Niklas Heidloff
Lessons learned using Machine Learning in Java By Jago de Vreede10/5/2023Devoxx
How to build your own AI powered video surveillance system in just 150 lines of code.10/16/2023Jason Thomas
Build a generative AI-based content moderation solution on Amazon SageMaker JumpStart9/5/2023Gordon Wang, Yanwei Cui, Melanie Li
Elevating the generative AI experience: Introducing streaming support in Amazon SageMaker hosting9/1/2023Raghu Ramesha, Abhi Shivaditya, Melanie Li and others
Maximize Stable Diffusion performance and lower inference costs with AWS Inferentia26/27/2023Vivek Gangasani, K.C. Tung, Rupinder Grewal
Deploy Falcon-40B with large model inference DLCs on Amazon SageMaker6/13/2023James Park, Qing Lan, Frank Liu and others
Revolutionizing AI: Unleashing Advanced NLP with Open-Source Large Language Models6/12/2023Casey Jones
Build custom chatbot applications using OpenChatkit models on Amazon SageMaker6/12/2023Dhawal Patel, Vikram Elango, Andrew Smith
A look into Deep Java Library!6/12/2023Mohammed Aboullaite
Deploying LLMs On Amazon SageMaker With DJL Serving6/5/2023Ram Vegiraju
Announcing the launch of new Hugging Face LLM Inference containers on Amazon SageMaker6/5/2023Philipp Schmid, Xin Yang, Qing Lan and others
Agents Explore the Environment Beyond Good Actions to Improve Their Model for Better Decisions6/3/2023Matthias Unverzagt
Real-time inference using deep learning within Amazon Kinesis Data Analytics for Apache Flink6/1/2023Jeremy Ber, Deepthi Mohan, Gaurav Rele
Enabling large-scale PyTorch model inference at Swiggy5/28/2023Abhishek Bose
GPT-NeoXT-Chat-Base-20B foundation model for chatbot applications is now available on Amazon SageMaker5/16/2023Rachna Chadha, Kyle Ulrich, Ashish Khetan
Achieve high performance with lowest cost for generative AI inference using AWS Inferentia2 and AWS Trainium on Amazon SageMaker5/4/2023Vivek Gangasani, Hiroshi Tokoyo, Qingwie Li, Dhawal Patel and others
How Sportradar used the Deep Java Library to build production-scale ML platforms for increased performance and efficiency4/19/2023Fred Wu, Zach Kimberg, Kanwaljit Khurmi
Deploy large models at high performance using FasterTransformer on Amazon SageMaker4/17/2023Rohith Nallamaddi, Dhawal Patel
Deploy large language models on AWS Inferentia using large model inference containers4/10/2023Qingwie Li, Peter Chung, Aaqib Ansari, Qing Lan, Frank Liu
Forecast the Future in a Timeseries Data With Deep Java Library (DJL)2/19/2023Kexin Feng
How to Identify Objects at Pixel Level using Deep Learning in Java12/25/2022Xin Yang
Running an NLP Bert or Machine Learning Model from HuggingFace in Java12/23/2022Carlos Aguayo
Blazing Fast Training With Small Dataset for Java Applications12/16/2022Kexin Feng
Food delivery with Tiny Mile on AWS Wavelength11/9/2022Anil Lalwani
Deploy BLOOM-176B and OPT-30B on Amazon SageMaker with large model inference Deep Learning Containers and DeepSpeed11/4/2022Rupinder Grewal, Simon Zamarin, Frank Liu and others
Amazon DJL-Zero Project10/8/2022Zhou Xinyi
Deploy large models on Amazon SageMaker using DJLServing and DeepSpeed model parallel inference9/11/2022Frank Liu, Qing Lan, Qingwei Li, Dhawal Patel, Robert Van Dusen, Alan Tan
Build Semantic Segmentation App with Deep Java Library8/29/2022John Doll
Natural Language Processing with Groovy, OpenNLP, CoreNLP, Nlp4j, Datumbox, Smile, Spark NLP, DJL and TensorFlow8/7/2022Paul King
Detecting objects with Groovy, the Deep Java Library (DJL), and Apache MXNet8/1/2022Paul King
Using Deep Java Library on Spring Boot7/14/2022Arika Saputro
Deploy HuggingFace NLP Models in Java With Deep Java Library4/27/2022Kexin Feng, Cheng-Che Lee
Scaling-up PyTorch inference: serving billions of daily NLP inferences with ONNX Runtime4/19/2022Faith Xu
Simplified MLOps with Deep Java Library11/23/2021Lukas Baker, Andrea Duque, and Viet Yen Nguyen
Generating Images using BigGAN using Java11/18/2021Aziz Zayed, Frank Liu, Qing Lan
Deep Learning In Java10/5/2021Shaharyar Lalani
Accelerating Deep Learning on the JVM with Apache Spark and NVIDIA GPUs6/11/2021Qing Lan
Aprendizaje profundo con Spark en la biblioteca Deep Java en 10 minutos5/12/2021
DJL x Paddle Inference 加速Java深度学习推理落地4/13/2021PaddlePaddle
Let's touch on Deep Java Library (DJL), a library that can handle Deep Learning in Java released from AWS4/10/2021
Deep Java Library explained3/20/2021Interview DOT
Train “Undying” Flappy Bird Using Reinforcement Learning on Java2/25/2021Qing Lan
Accelerating Deep Learning with Apache Spark and NVIDIA GPUs on AWS2/23/2021Qing Lan, Kong Zhao, Carol McDonald
Model serving in Java with AWS Elastic Beanstalk made easy with Deep Java Library1/25/2021Frank Liu
Model serving made easier with Deep Java Library and AWS Lambda1/25/2021Frank Liu
Leverage deep learning in Scala with GPU on Spark 3.01/22/2021Carol McDonald, Kong Zhao, Qing Lan
How Netflix uses Deep Java Library (DJL) for distributed deep learning inference in real-time1/19/2021Lu Huang, Lai Wei, Qing Lan
动手用 Java 训练深度学习模型11/14/2020Qing Lan
Pytorch model in Deep Java Library11/9/2020Shantanu Bhattacharyya
Deep Learning in Java10/31/2020Keerthan Vasist
Video streaming and deep learning: Using Amazon Kinesis Video Streams with Deep Java Library10/27/2020Zach Kimberg, Frank Liu
JSUG勉強会 2020年その7 SpringOne 報告LT大会!9/30/2020日本Springユーザ会
Using DJL.AI For Deep Learning BERT Q&A in NiFi DataFlows9/20/2020Timothy Spann
Java Developer? Run Image Classification on AWS Lambda using DJL9/18/2020ML-gay
Learn to Create a Doodle Draw Game on Android9/16/2020Qing Lan
NDArray — 基于 Java 的 N 维数组工具9/1/2020Qing Lan
How TalkingData uses AWS open source Deep Java Library with Apache Spark for machine learning inference at scale8/27/2020Qing Lan
NDArray — — a Java based N-Dim array toolkit8/12/2020Qing Lan
5 分鐘用 Java 完成 PyTorch 物體識別!8/3/2020Cheng-Che Lee
How Amazon retail systems run machine learning predictions with Apache Spark using Deep Java Library7/14/2020Raja Hafiz Affandi, Vaibhav Goel, Qing Lan
深度解析 Amazon Retail System 用户倾向预测模型以及使用 DJL 在 Apache Spark 进行深度学习推理任务6/23/2020Raja Hafiz Affandi, Vaibhav Goel, Qing Lan
Java 机器学习工具箱:Amazon Deep Java Library6/16/2020Xinyu Liu, Frank Liu
Deep Java Learning - NDManager & NDArray6/12/2020Christoph Henkelmann
十分钟轻松使用Scala在Apache Spark部署深度学习模型6/12/2020Qing Lan
Detecting pneumonia from chest x-ray images in Java6/12/2020Wei Lai
Deep Learning with Spark in Deep Java Library in 10 minutes6/10/2020Qing Lan
Machine Learning in Java With Amazon Deep Java Library5/28/2020Frank Liu, Xinyu Liu, Frank Greco, Zoran Sevarac, Balaji Kamakoti
Deep Learning with Spring Boot and DJL5/14/2020David Kiss
使用 DJL (Deep Java Library) 和 Spring Boot 在您的微服务中采用机器学习5/11/2020Mikhail Shapirov
Adopting machine learning in your microservices with DJL (Deep Java Library) and Spring Boot5/6/2020Mikhail Shapirov
5分钟!用Java实现目标检测 (PyTorch)5/4/2020Qing Lan
Amazon DJL - a new DL framework for Java4/28/2020Christoph Henkelmann
Implement Object Detection with PyTorch in Java in 5 minutes4/22/2020Qing Lan
JAVA 程序员的 AI 工具箱 – Deep Java Library (DJL)2/20/2020费良宏
Deep Java Library (DJL) 简介1/24/2020Xinyu Liu
Getting to Know Deep Java Library (DJL) - InfoQ12/19/2019Kesha Williams
Deep Java Library(DJL) — a Deep Learning Toolkit for Java Developers12/9.2019Kesha Williams
Introducing Deep Java Library: Develop and deploy Machine Learning models in Java12/3/2019AWS
Introducing Deep Java Library(DJL)11/29/2019Rakesh Vasudevan