Cash, American Express, Mastercard, & Visa.
Will Call is located at the Box Office.
Box Office Telephone: 323-468-1770
The Pantages Box Office opens daily at 10am. NO ONE UNDER THE AGE OF 5 ADMITTED
There is no elevator in the Pantages Theatre. Disabled seating is reserved for the exclusive use of the disabled patron and their companion. The purchase or use of disabled seating locations by non-disabled individuals is strictly prohibited and may result in ejection and/or forfeiture of the ticket price.
A COLLABORATION WITH CHULALONGKORN UNIVERSITY
Computer Vision - Workshop Dates:
DEC 18 - 20 (3 days) *OPEN FOR REGISTRATION
Language of Conduct:Thai language & English Materials
Course Fee:Regular Price : USD900 Early bird for corporate : USD600 (by July 1st , 2019)Early bird for academic : USD550 (by July 1st , 2019)Price EXCLUDES 7% VAT. Full price will be included in the ticket.
*Academic tickets MUST be purchased and proven with a EDU/University email!
HOW TO REGISTER:
1. To register directly with iTrain Asia, please email your details to info@itrainasia.com2. Via Eventbrite registration page*Please note that Eventbrite charges apply
PAYMENT METHODS:
1. Via Eventbrite by PayPal/Credit Card (please note that Eventbrite charges will apply)
2. To make direct payment transfer, please transfer to the following account and kindly SEND YOUR FULL NAME & RECEIPT upon successful payment:
Please key in the price
Please email your receipt/proof of payment to yana@itrainasia.com
Pre-requisites
Must have technical knowledge in R and Python, understand basic Data Science, Machine Learning and AI algorithms, familiarity with basic programming fundamentals such as functions and variables
Your Certificate
You will receive an e-Certificate by NVIDIA Deep Learning Institute upon completion.
About the Course
This workshop teaches you to apply deep learning techniques to a range of computer vision tasks through a series of hands-on exercises. You will work with widely-used deep learning tools, frameworks, and workflows to train and deploy neural network models on a fully-configured, GPU accelerated workstation in the cloud.
After a quick introduction to deep learning, you will advance to building and deploying deep learning applications for image classification and object detection, followed by modifying your neural networks to improve their accuracy and performance, and finish by implementing the workflow that you have learned on a final project. At the end of the workshop, you will have access to additional resources to create new deep learning applications on your own.
Learn the latest techniques on how to design, train, and deploy neural network-powered machine learning in your applications. You’ll explore widely used open-source frameworks and NVIDIA’s latest GPU-accelerated deep learning platforms.
DLI Workshop Attendee Instructions:
You MUST bring your own laptop to this workshop.
WHAT YOU WILL LEARN
Course Outline
Introduction to Deep Learning with NVIDIA GPU in Computer Vision
3 days from 9AM - 4:30PM
DAY 1 - (DEC 18, 2019)
Platform: Keras on Google Colab
Prerequisite: Python programming
What is Deep Learning and what are Neural Networks? (90 mins) [Lecture]
Basics of Deep Learning
Training a Neural Network
Practical session I (90 mins) [Lab]
Create a Neural Network in Python
Introduction to convolution neural networks and recurrent neural networks (90 mins) [Lecture]
Intuition and building blocks
Types of convolutional neural networks
Types of recurrent neural networks
Practical session II (60 mins) [Lab]
Convolutional Neural Networks and Recurrent Neural Networks
Tips and tricks to training a neural network model (30 mins) [Lecture]
DAY 2 [DLI] (DEC 19, 2019)
Platform: DIGITS
NVIDIA Deep Learning Institute Fundamentals Training
Pre-requisite: MUST have technical background and basic understanding of Deep Learning concepts
Certificate: Participants will receive an e-certificate from Deep Learning Institute
Image Classification with DIGITS (120 min)
How to leverage deep neural networks (DNN) within the deep learning workflow
Process of data preparation, model definition, model training and troubleshooting, validation testing and strategies for improving model performance using GPUs.
Train a DNN on your own image classification application
Object Detection with DIGITS (120 min)
Train and evaluate an image segmentation network
Neutral Network Deployment with DIGITS and TensorRT (120 min)
Uses a trained DNN to make predictions from new data
Show different approaches to deploying a trained DNN for inference
learn about the role of batch size in inference performance as well as virus optimisations that can be made in the inference process
DAY 3 (DEC 20, 2019)
Intelligent Video Analytics with Deep Learning
Platform: Keras on Google Colab
Prerequisite: Python programming & 1st training day
Overview of Architectures for Computer Vision (90 min)
Lab 1: Image classification with Keras (60 min)
Deployment with Deepstream and TensorRT (30 min)
Lab 2: Deployment for classification and detection tasks (30 min)
Transfer learning techniques (30 min)
Lab 3-1: Model adaptation (30 min)
Lab 3-2: Advanced techniques for adaptation (30 min)
Video action recognition (15 min)
Lab 4: Video action recognition (30 min)
Jetson Demo: deployment on Jetson (15 min)
ABOUT YOUR TRAINERS:
PROF. EKAPOL CHUANGSUWANICH, Ph.D.
Ekapol Chuangsuwanich is a Faculty Member in the Department of Computer Engineering at Chulalongkorn University. He received the B.S. and S.M. degree in Electrical and Computer Engineering from Carnegie Mellon University in 2008 and 2009, respectively. He then joined the Spoken Language Systems Group at MIT Computer Science and Artificial Intelligence Laboratory. He received his Ph.D. degree in 2016 from MIT. His thesis work was on low-resource automatic speech recognition and representation learning using neural networks, which was part of the system that won Babel open keyword spotting challenge in 2016. With his expertise in multimedia retrieval, he is also one of the founding members of SmartVid.io, a startup working on organizing videos and images for the construction industry. In 2017, SmartVid.io was a runner-up in NVIDIA's Inception competition for AI startups.
PROF. PEERAPON VATEEKUL, Ph.D.
Peerapon Vateekul received his Ph.D. degree from Department of Electrical and Computer Engineering, University of Miami (UM), Coral Gables, FL, U.S.A. in 2012. Currently, he is an assistant professor at Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Thailand. Also, he is a deputy head of the department in academic affairs.
His research falls in the domain of machine learning, data mining, deep learning, text mining, and big data analytics. To be more specific, his works include variants of classification (hierarchical multi-label classification), data quality management, and applied deep learning techniques in various domains, such as, medicinal images and videos, satellite images, meteorological data, and text.
Visa, Mastercard, Check, Cash
Will Call and ticket windows are located on the northeast side of the stadium, adjacent to the Lambeau Field Atrium.
(920) 569-7501
Monday - Friday 9am-5pm
Accessible seating is sold out on a season ticket basis. Please check NFL Ticket Exchange for availability.
ProgramBoarding starts at 7.00 pm.
Welcome drink at arrivalNew Year’s Eve gala dinnerOpen barFolklore PerformanceRaffle GameStuffed cabbage and sparkling wine at midnight
PerformancesThe music entertainment will be provided by the „Zoltán Kodály” price awarded Rajkó Orchestra and Folk Ensemble
Cruising1,5 hour cruising starts at ~ 20:00 and once again before midnight so the guests can celebrate the New Year on the Danube
Program fee: 179 €/ pax
It contains the gala - and midnight dinner, open bar, the programs mentioned above, cruising, and transfer back to your accommodation (buses are leaving in every hour starting at 01:00 am)
DETAILED PROGRAM
19:00-19:30Boarding starts at 7.00 pm.
20:00-21:30Gala dinner with sightseeing cruise
21:30 - 22:00 or 22:00 - 22:30Performance of the professional dancers from the Rajkó Orchestra and Folk Dance Ensemble
22:30Raffle game
22:45The ship sails out and our guests spend the New Year’s Eve on the Danube. The midnight dinner will be served on buffet table. Party starts after midnight (with DJ and possibility to dance) During the whole event the music will be provided by the Rajkó Orchestra and Folk Ensemble
NEW YEAR’S EVE MENU
„A”
Basil butter with roast Jerusalem artichoke chips and Black Forest ham
Home-cured salmon mignon with smoked salmon, lobster jelly, trout caviar salad and celery cream with glasswort
Clear veal goulash soup with salted lemon, lovage and ginger
Whole roasted beef tenderloin with rosemary and fried pullet breast coated with saffron breadcrumbs, served with duck liver sauce enhanced with lavender vinegar, potato gratin with truffle and a tender vegetable bouquet
Hazelnut chocolate cake with white chocolate mousse and quince compote with blood orange
„B”
Basil butter with roast Jerusalem artichoke chips and marinated tofu
Home-cured salmon mignon with smoked salmon, lobster jelly, trout caviar salad and celery cream with glasswort
Porcini mushroom consommé with beetroot, salted lemon and ginger
Breast of Guinea fowl stuffed with rosemary-scented goose liver, served with duck liver sauce enhanced with lavender vinegar, potato gratin with truffle and a tender vegetable bouquet
Hazelnut chocolate cake with white chocolate mousse and quince compote with blood orange
Vegetarian menu
Basil butter with roast Jerusalem artichoke chips and marinated tofu
Herbed goat cheese with zucchini tartare, stuffed quail's egg and celery cream with glasswort
Porcini mushroom consommé with beetroot, salted lemon and ginger
Eggplant “sausage” with saffron breadcrumbs, tomato curry, potato gratin with truffle and a tender vegetable bouquet
Hazelnut chocolate cake with white chocolate mousse and quince compote with blood orange
MIDNIGHT MENU
Vegetarian lentil soup, boiled sausage and debrecener sausage with horseradish and mustard, mini Transylvanian stuffed cabbage rolls.
Fruit platter
+ OPEN BAR!
After booking please send us your meal preference for the following e-mail address: frontoffice@hungariagroup.com
+3613171377
Cash, American Express, Mastercard, & Visa.
Will Call is located at the Box Office.
Box Office Telephone: 323-468-1770
The Pantages Box Office opens daily at 10am. NO ONE UNDER THE AGE OF 5 ADMITTED
There is no elevator in the Pantages Theatre. Disabled seating is reserved for the exclusive use of the disabled patron and their companion. The purchase or use of disabled seating locations by non-disabled individuals is strictly prohibited and may result in ejection and/or forfeiture of the ticket price.
The Pregnancy Massage is accredited by the Federation of Holistic Therapists. It is an intensive one-day course, which is designed to build upon your massage knowledge and expand your understanding of women’s experiences during pregnancy.
Content
Whilst enrolled upon the course you will focus upon expanding your existing massage skills to the changing anatomy and physiology of the body, through practical and theoretical learning.
You will also learn how to deal with muscular aches and pains which are specific to pregnancy. The course also covers contraindications, infertility, labour, and natural ways to help the variety of problems that may be experienced during pregnancy.
More information
The full course fee is £90.
More information about the assessment and entry requirements can be found on the website: http://www.stmarys.ac.uk/short-courses/pregnancy-massage-course-1-day.htm. Alternatively, contact us at shortcourses@stmarys.ac.uk or call 020 8240 4321 during office hours.