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hwangjohn's Projects

3d-vehicle-tracking icon 3d-vehicle-tracking

Official implementation of Joint Monocular 3D Vehicle Detection and Tracking (ICCV 2019)

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

aws-concurrent-data-orchestration-pipeline-emr-livy icon aws-concurrent-data-orchestration-pipeline-emr-livy

This code demonstrates the architecture featured on the AWS Big Data blog (https://aws.amazon.com/blogs/big-data/ ) which creates a concurrent data pipeline by using Amazon EMR and Apache Livy. This pipeline is orchestrated by Apache Airflow.

aws-ecs-devops-using-aws-cdk icon aws-ecs-devops-using-aws-cdk

This repository provides a general DevOps practices such MSA, IaC, CICD and Monitoring. AWS various services are used to provide DevOps best practices.

brainstorm icon brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

byol icon byol

Implementation of the BYOL paper.

byol-1 icon byol-1

Bootstrap Your Own Latent (BYOL) in PyTorch

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

crewai icon crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

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