Pinned Repositories
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
autogluon-model-viewer
This is a Jupyter notebook based viewer of AutoGluon training job on SageMaker.
autogluon_stack_visualizer
This shows how to visualize the stack ensemble model trained by AutoGluon.
aws-deepracer-tools
AWS DeepRacer Tools - Unofficial
d2l-en2kr
EN2KR on D2L - English-Korean paragraph by paragraph
deeplearning-on-aws-workshop
Lab materials of Deep Learning on AWS Workshop
deeplens-workshop
image_captioning
Image Captioning Project of Udacity Computer Vision Nanodegree
MADDPG-Colllab-Compet
Udacity's Deep Reinforcement Learning Nanodegree Project - Collaboration and Competition using MADDPG
mcl310
AWS re:Invent 2017 MCL310 - Building Deep Learning Applications with Apache MXNet and Gluon
muhyun's Repositories
muhyun/image_captioning
Image Captioning Project of Udacity Computer Vision Nanodegree
muhyun/aws-deepracer-tools
AWS DeepRacer Tools - Unofficial
muhyun/deeplens-workshop
muhyun/MADDPG-Colllab-Compet
Udacity's Deep Reinforcement Learning Nanodegree Project - Collaboration and Competition using MADDPG
muhyun/reinvent-aim350
AWS re:Invent 2018 AIM350
muhyun/rekognition-video-stream-server
Video streaming server with detected labels displayed using Amazon Rekognition
muhyun/Anomaly_Detection
muhyun/aws-deepracer-workshops
DeepRacer workshop content
muhyun/contextual-bandit
working example of a contextual multi-armed bandit
muhyun/d2l-en
Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook. With code, math, and discussions.
muhyun/DDPG-Continuous-Control
Udacity's Deep Reinforcement Learning Nanodegree Project - Continuous Control using DDPG
muhyun/deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
muhyun/DGL-GTC2019
Materials for DGL Instructor-led training at GTC 2019
muhyun/DGL_Internal_Workshop_April2020
muhyun/dqn_banana_navigation
Udacity's Deep Reinforcement Learning Nanodegree Project - Navigation
muhyun/DRL-Workshop
Korean translation in progress of https://github.com/aws-samples/aws-deepracer-workshops/tree/master/Workshops/2019-AWSSummits-AWSDeepRacerService/Lab1
muhyun/facial-keypoint-detection
Facial Keypoint Detection Project of Udacity Computer Vision Nanodegree
muhyun/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
muhyun/mxnet-gluon-workshop
muhyun/ocr_kor
딥러닝을 활용한 한글문장 OCR 연구
muhyun/PersonalizePOC
POC In a box guide material for Amazon Personalize
muhyun/Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
muhyun/sagemaker-byoscript
Amazon SageMaker tutorial - Bring You Own Script
muhyun/sagemaker-gpu-performance-io-deeplearning
GPU IO optimizations for Deep Learning - Illustrated with Caltech 256 dataset on SageMaker. Here, we will be focusing on optimizations for improving I/O for GPU performance tuning. You can typically obtain 10X improvements in overall GPU training performance by just optimizing IO processing routines
muhyun/SelfDrivingCar-Term1-P4-Advanced-Lane_Finding
Udacity's Self Driving Car Nanodegree Term1, Project 4 - Advanced Lane Finding
muhyun/SelfDrivingCar-Term1-P5-Vehicle-Detection-and-Tracking
Udacity's Self Driving Car Nanodegree Term1, Project 5 - Vehicle Detection and Tracking
muhyun/simclr
SimCLR - A Simple Framework for Contrastive Learning of Visual Representations
muhyun/simrdwn
Rapid satellite imagery object detection
muhyun/SLIM
High-performance implementation of SLIM-based approaches for Top-N recommendation
muhyun/yolt
You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery