Dallas Brittany Kidd has diverse educational and professional experiences including degrees in English, Psychology, and Computer Science. She has worked as a teacher, programmer creating apps and games, 3D modeler, and conducted research in machine learning and astronomy. Her work shows skills in programming, 3D modeling, education, and scientific data analysis.
Deep Water - GPU Deep Learning for H2O - Arno CandelSri Ambati
1) The document discusses the history and development of artificial intelligence, machine learning, and deep learning from the 1950s to present.
2) It introduces H2O.ai's Deep Water platform for deep learning which leverages popular open source tools like TensorFlow, MXNet, and Caffe to enable large-scale deep learning on CPUs and GPUs.
3) Deep Water allows users to easily train, compare, and deploy deep learning models through H2O's APIs in R, Python, and Flow for big data use cases like image, video, text, and time series analysis.
An overview of Tensorflow, and then we'll walk through how to utilize this library within the H2O platform. Tensorflow is an open source, deep learning framework utilized by Google and Deepmind. #h2ony
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
This document provides an overview of machine learning and artificial intelligence presented by Arno Candel, Chief Architect at H2O.ai. It discusses the history and evolution of AI from early concepts in the 1950s to recent advances in deep learning. It also describes H2O.ai's platform for scalable machine learning and how it works, allowing users to easily build and deploy models on big data using APIs for R, Python, and other languages.
The power of deep learning models applicationsSameera Sk
I have performed a detailed analysis of recent advances in deep-learning based research efforts applied in the domains of Image Processing, Audio Processing and Video Processing. I have identified 25 relevant papers and 17 web resources, examining the particular area and problem they address, models employed, datasets used and the images from respective papers are reproduced with proper citation.
i hope this information is useful who are doing research in this area.
The power of_deep_learning_models_applicationsDrjabez
This document discusses various applications of deep learning, including image processing, speech synthesis, sound generation, and video processing. It describes how generative adversarial networks (GANs) have been highly effective for image-to-image synthesis and style transfer. GANs have also shown promise for applications like steganography. The document also reviews recent work using deep learning for tasks like speech synthesis, generating sounds from videos, and video-to-video synthesis. Overall, the document provides examples of the power and versatility of deep learning across multiple domains.
The joy of computer graphics programmingBruno Levy
- The document discusses software design principles for geometry processing libraries Geogram and Graphite.
- It advocates for simplicity in design through minimizing classes, lines of code, and complexity while maximizing speed.
- A case study examines mesh data structures, arguing that a simple array-based approach without custom data structures can be preferable to more complex designs in some cases. Simplicity, memory efficiency, and ease of parallelization are benefits.
Generating 3 d model in virtual reality and analyzing its performanceijcsit
In this paper is presented an virtual environment of a real model. Here are given all analyzes for
making and vizualization of virtual environment in Quest3D. All analyzes of performance of the system in
real time is presented.We described advantages and disadvantages of interactions in virtual environment
and made a critical analysis on a rendering speed and quality on different machines
Deep Water - GPU Deep Learning for H2O - Arno CandelSri Ambati
1) The document discusses the history and development of artificial intelligence, machine learning, and deep learning from the 1950s to present.
2) It introduces H2O.ai's Deep Water platform for deep learning which leverages popular open source tools like TensorFlow, MXNet, and Caffe to enable large-scale deep learning on CPUs and GPUs.
3) Deep Water allows users to easily train, compare, and deploy deep learning models through H2O's APIs in R, Python, and Flow for big data use cases like image, video, text, and time series analysis.
An overview of Tensorflow, and then we'll walk through how to utilize this library within the H2O platform. Tensorflow is an open source, deep learning framework utilized by Google and Deepmind. #h2ony
- Powered by the open source machine learning software H2O.ai. Contributors welcome at: https://github.com/h2oai
- To view videos on H2O open source machine learning software, go to: https://www.youtube.com/user/0xdata
This document provides an overview of machine learning and artificial intelligence presented by Arno Candel, Chief Architect at H2O.ai. It discusses the history and evolution of AI from early concepts in the 1950s to recent advances in deep learning. It also describes H2O.ai's platform for scalable machine learning and how it works, allowing users to easily build and deploy models on big data using APIs for R, Python, and other languages.
The power of deep learning models applicationsSameera Sk
I have performed a detailed analysis of recent advances in deep-learning based research efforts applied in the domains of Image Processing, Audio Processing and Video Processing. I have identified 25 relevant papers and 17 web resources, examining the particular area and problem they address, models employed, datasets used and the images from respective papers are reproduced with proper citation.
i hope this information is useful who are doing research in this area.
The power of_deep_learning_models_applicationsDrjabez
This document discusses various applications of deep learning, including image processing, speech synthesis, sound generation, and video processing. It describes how generative adversarial networks (GANs) have been highly effective for image-to-image synthesis and style transfer. GANs have also shown promise for applications like steganography. The document also reviews recent work using deep learning for tasks like speech synthesis, generating sounds from videos, and video-to-video synthesis. Overall, the document provides examples of the power and versatility of deep learning across multiple domains.
The joy of computer graphics programmingBruno Levy
- The document discusses software design principles for geometry processing libraries Geogram and Graphite.
- It advocates for simplicity in design through minimizing classes, lines of code, and complexity while maximizing speed.
- A case study examines mesh data structures, arguing that a simple array-based approach without custom data structures can be preferable to more complex designs in some cases. Simplicity, memory efficiency, and ease of parallelization are benefits.
Generating 3 d model in virtual reality and analyzing its performanceijcsit
In this paper is presented an virtual environment of a real model. Here are given all analyzes for
making and vizualization of virtual environment in Quest3D. All analyzes of performance of the system in
real time is presented.We described advantages and disadvantages of interactions in virtual environment
and made a critical analysis on a rendering speed and quality on different machines
IV JORNADAS FORMATIVAS DE PREVENCIÓN. GÉNERO Y EDUCACIÓNpimolivares
Este documento presenta el programa de las IV Jornadas Formativas de Prevención, Género y Educación que se llevarán a cabo en el Ayuntamiento de Olivares del 6 al 21 de marzo de 2013. El programa incluye ponencias sobre temas como la coeducación, la prevención de la violencia de género, los roles de género tradicionales y sus alternativas, así como talleres y presentaciones de libros relacionados con estos temas. El documento también proporciona información sobre la inscripción, el costo,
Kostya Tszyu is a Soviet, Russian, Australian boxer born in 1969 in Serov, Russia. He became a three-time USSR champion, two-time European champion, world champion among juniors, and absolute world champion among professionals. He started boxing at age 9 and is now considered one of the great athletes, with a family and many fans who admire his success and career.
IVAN VERA - VALUE BUILDERS - WPTC - 08.03.16Ivan Vera
For 27 years I´ve been collaborating with CEOs of large corporations in accelerating their corporate innovation. As Keynote Speaker for large audiences I share my experience and clues on HOW to get to the top. How to measure and boost the Company´s Innovation Intensity Index.
Prezi es un software para presentaciones que cuenta con múltiples funcionalidades, incluyendo una interfaz de usuario con zoom, que permite compendiar información de manera organizada.
Este documento proporciona información sobre cómo diseñar un catálogo efectivo. Explica que un catálogo debe incluir un bosquejo, medidas, imágenes y detalles de los productos, e información sobre la impresión. También destaca la importancia de incluir buena información, diseño, razón para su creación y estilo, además de dividirse en secciones como portada, contenido y contraportada. Finalmente, enumera diferentes tipos de catálogos como astronómicos, artísticos, musicales, bibliográficos, fil
Anastasiya Barkovskaya is a Russian skier and biathlete born in 1998 in Murmashy, Murmansk Region. She started skiing and biathlon in 2007. She has had success at the town, regional, and country levels, with highlights including first place in biathlon at the regional level in 2012 and 25th place at the country level in biathlon in 2013. The document encourages the reader to remember Anastasiya, saying they are proud of her accomplishments and noting it is difficult to become a champion.
Webinar Cookiewet: Wat werkt wel, wat werk niet.Ralph Kaan
De nieuwe ‘cookie’ aanscherpingen in de telecommunicatie wet heeft vanaf 1 januari 2013 gezorgd voor een explosieve groei optin meldingen op websites. Marketeers zijn duidelijk zoekende naar de ideale ‘cookie dialoog’.
Wat is de laatste stand van zake m.b.t. de wetgeving? Welke dialogen werken nu het beste? Wat is de slimste aanpak? En hoe kan ik dit proces optimaliseren? In het webinar halen we het net op van beste voorbeelden uit de markt en geven we tips om je site ‘cookie-proof’ te maken.
Onderwerpen webinar:
> Update Cookie-wetgeving en voorstel D66
> Mag Google Analytics nu wel of niet?
> Verschillende oplossingsrichtingen en hun opt-in percentages
> Stappenplan om te voldoen aan de wetgeving
Mapa Conceptual Gerencia de Proyectos de Tecnología EducativaDiana Marcela
1. Rol principal de un profesional en el desarrollo de proyectos basados en una excelente gestión de proyectos.
2. Elementos necesarios para que pueda garantizarse un ciclo de vida de un proyecto completamente.
3. Principales responsables de establecer adecuadamente el ciclo de vida de un proyecto.
Este documento compara las principales familias lógicas, incluyendo sus definiciones, ventajas y desventajas. Describe las familias TTL, ECL, MOS, y CMOS, destacando que TTL es ampliamente utilizada para aplicaciones de pequeña y mediana escala, mientras que ECL es la más rápida pero también la que más potencia disipa. Finalmente, señala que CMOS ofrece bajos consumos de potencia, amplios márgenes de ruido e inmunidad al ruido.
The Partnership for Drug-Free Kids partnered with Bidtellect to run a native advertising campaign targeting parents with children under 18. Bidtellect provided over 2 million impressions across desktop, mobile, and tablet sites. The campaign outperformed display ads and drove significant new traffic to the Partnership's Marijuana Talk Kit by optimizing for user engagement metrics beyond click-through rate. The Partnership was pleased with the results and thankful for Bidtellect's support in helping spread their message about the risks of teen marijuana use.
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, PeazzyMicheleNati
The document discusses PEAZZY, a company that aims to deliver an aggregated rewards and payments service using blockchain and fintech. PEAZZY's mission is to enable customer and brand empowerment through a service that is easy to use and has a charitable focus. The document outlines opportunities in blockchain/fintech, mobile payments, rewards/loyalty points programs, and increasing efficiency and transparency in the charitable sector. It provides examples of how PEAZZY could allow donating rewards points to charity and seeing where donations are spent.
O documento discute como usar a Internet de forma segura, fornecendo 10 regras como navegar com cuidado, evitar sites perigosos, e não praticar cyberbullying ou roubar o trabalho de outras pessoas. Também menciona ferramentas comuns da Internet como navegadores, motores de busca e redes sociais.
This document provides a summary of Cadbury's history and operations in India. It discusses the origin of Cadbury in 1824 in England and its expansion globally. Cadbury began operations in India in 1948 by importing chocolates. It now has manufacturing facilities and sales offices across India. Cadbury is a market leader in India's chocolate industry with over 70% market share. The document also outlines Cadbury's management structure in India, its financial performance, marketing strategies, and role in India's economy. It notes that India has one of the fastest growing chocolate markets in the world.
Malay music has developed over time through influences from various cultures and periods. Classical folk music emerged in the pre-colonial period and still exists as vocal, dance, and theatrical music. Syncretic or acculturated music developed post-Portuguese period, combining local and foreign elements like Western and theatrical styles. Some traditional musical forms and ensembles mentioned include KERTOK xylophone ensembles, Dikir Barat lyrical debates, Zapin Arab-influenced dance, Bangsawan Malay opera developed from Indian theater, and Ronggeng Javanese couples dances accompanied by rebab or violin and gong. Sila't Milayu is a Malay martial art involving dance and music
This document is a software engineering portfolio belonging to Corey Berry that summarizes various projects completed between 2005-2016. It includes a wide range of projects developed using languages like C++, C#, Ruby, and VBA and frameworks like Qt, .NET, and OpenCV. The projects cover areas like UI design, simulation, data management, and more. Hardware experience incorporating devices like Arduino, Raspberry Pi, and BASIC Stamps is also outlined.
This document summarizes Shirish Jadav's B-Tech project involving internships at two startups - Aspirations and Transpose. At Aspirations, Shirish tested APIs for cloud storage, online gaming rooms and basic camera motions in a bike racing game. At Transpose, Shirish built hardware with a Raspberry Pi to capture traffic video data using a camera, process it to count vehicles, and send the data to a server. The projects helped Shirish gain experience with game development, hardware prototyping, and communicating across disciplines.
IV JORNADAS FORMATIVAS DE PREVENCIÓN. GÉNERO Y EDUCACIÓNpimolivares
Este documento presenta el programa de las IV Jornadas Formativas de Prevención, Género y Educación que se llevarán a cabo en el Ayuntamiento de Olivares del 6 al 21 de marzo de 2013. El programa incluye ponencias sobre temas como la coeducación, la prevención de la violencia de género, los roles de género tradicionales y sus alternativas, así como talleres y presentaciones de libros relacionados con estos temas. El documento también proporciona información sobre la inscripción, el costo,
Kostya Tszyu is a Soviet, Russian, Australian boxer born in 1969 in Serov, Russia. He became a three-time USSR champion, two-time European champion, world champion among juniors, and absolute world champion among professionals. He started boxing at age 9 and is now considered one of the great athletes, with a family and many fans who admire his success and career.
IVAN VERA - VALUE BUILDERS - WPTC - 08.03.16Ivan Vera
For 27 years I´ve been collaborating with CEOs of large corporations in accelerating their corporate innovation. As Keynote Speaker for large audiences I share my experience and clues on HOW to get to the top. How to measure and boost the Company´s Innovation Intensity Index.
Prezi es un software para presentaciones que cuenta con múltiples funcionalidades, incluyendo una interfaz de usuario con zoom, que permite compendiar información de manera organizada.
Este documento proporciona información sobre cómo diseñar un catálogo efectivo. Explica que un catálogo debe incluir un bosquejo, medidas, imágenes y detalles de los productos, e información sobre la impresión. También destaca la importancia de incluir buena información, diseño, razón para su creación y estilo, además de dividirse en secciones como portada, contenido y contraportada. Finalmente, enumera diferentes tipos de catálogos como astronómicos, artísticos, musicales, bibliográficos, fil
Anastasiya Barkovskaya is a Russian skier and biathlete born in 1998 in Murmashy, Murmansk Region. She started skiing and biathlon in 2007. She has had success at the town, regional, and country levels, with highlights including first place in biathlon at the regional level in 2012 and 25th place at the country level in biathlon in 2013. The document encourages the reader to remember Anastasiya, saying they are proud of her accomplishments and noting it is difficult to become a champion.
Webinar Cookiewet: Wat werkt wel, wat werk niet.Ralph Kaan
De nieuwe ‘cookie’ aanscherpingen in de telecommunicatie wet heeft vanaf 1 januari 2013 gezorgd voor een explosieve groei optin meldingen op websites. Marketeers zijn duidelijk zoekende naar de ideale ‘cookie dialoog’.
Wat is de laatste stand van zake m.b.t. de wetgeving? Welke dialogen werken nu het beste? Wat is de slimste aanpak? En hoe kan ik dit proces optimaliseren? In het webinar halen we het net op van beste voorbeelden uit de markt en geven we tips om je site ‘cookie-proof’ te maken.
Onderwerpen webinar:
> Update Cookie-wetgeving en voorstel D66
> Mag Google Analytics nu wel of niet?
> Verschillende oplossingsrichtingen en hun opt-in percentages
> Stappenplan om te voldoen aan de wetgeving
Mapa Conceptual Gerencia de Proyectos de Tecnología EducativaDiana Marcela
1. Rol principal de un profesional en el desarrollo de proyectos basados en una excelente gestión de proyectos.
2. Elementos necesarios para que pueda garantizarse un ciclo de vida de un proyecto completamente.
3. Principales responsables de establecer adecuadamente el ciclo de vida de un proyecto.
Este documento compara las principales familias lógicas, incluyendo sus definiciones, ventajas y desventajas. Describe las familias TTL, ECL, MOS, y CMOS, destacando que TTL es ampliamente utilizada para aplicaciones de pequeña y mediana escala, mientras que ECL es la más rápida pero también la que más potencia disipa. Finalmente, señala que CMOS ofrece bajos consumos de potencia, amplios márgenes de ruido e inmunidad al ruido.
The Partnership for Drug-Free Kids partnered with Bidtellect to run a native advertising campaign targeting parents with children under 18. Bidtellect provided over 2 million impressions across desktop, mobile, and tablet sites. The campaign outperformed display ads and drove significant new traffic to the Partnership's Marijuana Talk Kit by optimizing for user engagement metrics beyond click-through rate. The Partnership was pleased with the results and thankful for Bidtellect's support in helping spread their message about the risks of teen marijuana use.
IoTMeetupGuildford#20: Nick Grove, Payments & Rewards Made Eazsy, PeazzyMicheleNati
The document discusses PEAZZY, a company that aims to deliver an aggregated rewards and payments service using blockchain and fintech. PEAZZY's mission is to enable customer and brand empowerment through a service that is easy to use and has a charitable focus. The document outlines opportunities in blockchain/fintech, mobile payments, rewards/loyalty points programs, and increasing efficiency and transparency in the charitable sector. It provides examples of how PEAZZY could allow donating rewards points to charity and seeing where donations are spent.
O documento discute como usar a Internet de forma segura, fornecendo 10 regras como navegar com cuidado, evitar sites perigosos, e não praticar cyberbullying ou roubar o trabalho de outras pessoas. Também menciona ferramentas comuns da Internet como navegadores, motores de busca e redes sociais.
This document provides a summary of Cadbury's history and operations in India. It discusses the origin of Cadbury in 1824 in England and its expansion globally. Cadbury began operations in India in 1948 by importing chocolates. It now has manufacturing facilities and sales offices across India. Cadbury is a market leader in India's chocolate industry with over 70% market share. The document also outlines Cadbury's management structure in India, its financial performance, marketing strategies, and role in India's economy. It notes that India has one of the fastest growing chocolate markets in the world.
Malay music has developed over time through influences from various cultures and periods. Classical folk music emerged in the pre-colonial period and still exists as vocal, dance, and theatrical music. Syncretic or acculturated music developed post-Portuguese period, combining local and foreign elements like Western and theatrical styles. Some traditional musical forms and ensembles mentioned include KERTOK xylophone ensembles, Dikir Barat lyrical debates, Zapin Arab-influenced dance, Bangsawan Malay opera developed from Indian theater, and Ronggeng Javanese couples dances accompanied by rebab or violin and gong. Sila't Milayu is a Malay martial art involving dance and music
This document is a software engineering portfolio belonging to Corey Berry that summarizes various projects completed between 2005-2016. It includes a wide range of projects developed using languages like C++, C#, Ruby, and VBA and frameworks like Qt, .NET, and OpenCV. The projects cover areas like UI design, simulation, data management, and more. Hardware experience incorporating devices like Arduino, Raspberry Pi, and BASIC Stamps is also outlined.
This document summarizes Shirish Jadav's B-Tech project involving internships at two startups - Aspirations and Transpose. At Aspirations, Shirish tested APIs for cloud storage, online gaming rooms and basic camera motions in a bike racing game. At Transpose, Shirish built hardware with a Raspberry Pi to capture traffic video data using a camera, process it to count vehicles, and send the data to a server. The projects helped Shirish gain experience with game development, hardware prototyping, and communicating across disciplines.
Justin Cellona is a computer engineering student at Cal Poly seeking a position as a software or hardware engineer. He has experience with programming languages like C, Java, PHP, and Assembly as well as tools like Android SDK, Arduino, Xilinx ISE, and DipTrace. His projects include developing a virtual reality application, a Chrome extension, an MIPS assembler and simulator, and a motion-triggered security device. He interned at ClearWater Tech where he wrote embedded C code, implemented HTTP protocols, and developed a website for customers to view real-time data.
Linux and Open Source in Math, Science and EngineeringPDE1D
Covers a brief history of Open Source Math, Science and Engineering Software on Linux. A look at the software tools currently available for mathematical analysis and plotting for math science and engineering. Presented at 2011 Ohio LinuxFest.
Alvaro D. Acosta has over 10 years of experience in software development. He has worked as a full-stack web developer, mobile game developer, and in industrial applications. Some of his key achievements include developing communication systems for medical devices and an embedded Linux system. He has advanced knowledge of C, C++, Go, Linux, and networks. He holds certificates in C++, Java, machine learning, and robotics from Stanford, Georgia Tech, and SoloLearn.
Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...Codemotion
In this talk Gerbert will give an overview of Artificial Intelligence, outline the current state of the art in research and explain what it takes to actually do an AI project. Using practical cases and tools he will give you insight in the phases of an AI project and explain some of the problems you might encounter along the way and how you might be able to solve them.
The document discusses the potential for an open source driving simulator and AI research platform called OpenRacing. It notes that proprietary code from past competitions like the DARPA Grand Challenge was abandoned and not built upon. The author argues that an open source simulator could help build a community to collaboratively develop self-driving car software. Key points include the importance of simulators for testing vision and driving logic code, leveraging the Rigs of Rods driving simulator, and the potential to run a "Virtual DARPA Grand Challenge" competition to help generate interest and contributions to shared open source code.
Joseph graduated from Newcastle University with a degree in mechanical engineering. He has experience working as an intern at a software company and an engineering firm. He has various personal projects posted on his social media profiles related to engineering, programming, and data analysis. His skills include CAD software, MATLAB, Python, JavaScript, and web development frameworks. He is passionate about learning new technologies and solving problems.
Abhishek Mukherjee is a student pursuing B.Tech in CSE at VIT University with interests in Hadoop, data analysis, and windows application development. He has experience working on projects involving data visualization, sentiment analysis, and an IOT medical product. His skills include Hadoop, MapReduce, C++, Java, and he has received several awards and certifications for his technical work.
Keynote at halfstackconf 2017 discussing the falsehood of the idea that in order to survive the automation evolution everybody needs to learn how to code. Machines can code, too.
Ron Newman is an experienced web developer with a background in computer science, music education, and professional experience developing web and health applications. He has over 20 years of experience innovating and developing new technologies and solutions. He is skilled in languages like Java, PHP, and C and frameworks like Struts2 and Spring. He holds two patents and has made open source contributions.
SDCSB CYTOSCAPE AND NETWORK ANALYSIS WORKSHOP at Sanford ConsortiumKeiichiro Ono
This document provides an overview and update on Cytoscape, an open source platform for biological network analysis and visualization. Key points discussed include:
- Cytoscape 3.2.1 is the latest desktop application release with new features like a chart editor and exporting visualizations as web applications.
- Cytoscape.js is a JavaScript library for building web applications that visualize networks, and there are examples of web apps built with it.
- Cytoscape's cyberinfrastructure initiative aims to make the software more accessible and integratable for computational biologists through services, apps, and repositories.
As a Software as a Service (SaaS) development firm, most of work is done in the cloud, but some of our clients want an offline desktop version of their application. While HTML5 has techniques, which allow for offline use (i.e. App Cache and local Storage), these techniques have limitations and don’t always meet the need for a true offline application. This talk will discuss how to take your existing WebApp and build cross platform native desktop applications for Windows, OSX and Linux via node-webkit. We will also dive deep into node-webkit to show you how this is more than just a conversion tool; it expands application possibilities by packaging a live node.js server in every instance. A live step by step conversion of an existing WebApp will be demonstrated, insuring you understand every step needed to convert your own Web App into a native cross platform desktop application.
Dr. Corey Clark (@CoreyClarkPhD) is the founder of Game Theory Labs (@GameTheoryLabs), a Software as a Service (SaaS) development and consulting firm, as well as a Professor of Game and Simulation Programming in Dallas. His current work is focused on building high performance Web Apps using HTML5, Gaming, Cluster Computing, Artificial Intelligence Modeling, Learning and Optimization. Previously he was Principal Investigator (PI) on several advanced research projects for various organizations in the DoD ranging from advanced 3D modeling and simulation of nanoscale deposition techniques to System on Chip SWARM based low power reconfigurable self-healing mesh networks.
http://www.meetup.com/HTML5-User-Group/events/102310142/
SDCSB Advanced Tutorial: Reproducible Data Visualization Workflow with Cytosc...Keiichiro Ono
This document provides an overview of a tutorial on building reproducible network data visualization workflows using Cytoscape and IPython Notebook. The tutorial will cover integrating data, analyzing networks, visualizing results, and preparing outputs for publication. It will demonstrate setting up a portable data analysis environment using Docker and sharing work through GitHub. The bulk of the tutorial will focus on using IPython Notebook as an electronic lab notebook for interactive and reproducible experiments with Cytoscape.
This document provides an overview of computer vision and OpenCV. It defines computer vision as using algorithms to identify patterns in image data. It describes how images are represented digitally as arrays of pixels and how features like edges and corners are important concepts. It introduces OpenCV as an open source library for computer vision with over 2500 algorithms. It supports languages like C++ and Python. OpenCV has modules for tasks like image processing, video analysis, and object detection. The document provides details on OpenCV data structures like Mat and how to get started with OpenCV in Android Studio by importing the module and adding the native libraries.
This document provides information about an introduction to C++ programming course offered by Baluja Labs, an ISO 9001:2000 certified institute located in Janakpuri, New Delhi. The document discusses object oriented programming and how it allows dividing an application into separate and reusable classes like dividing construction work among different contractors. It then lists the topics that will be covered in the course, including classes and objects, inheritance, polymorphism, templates and file handling. Finally, it discusses some real-world applications of C++ like games, GUI applications, web browsers, advanced computations and graphics, and database software.
The student describes their learning process, which involves taking detailed Cornell notes on assigned readings and storing them in weekly documents. When taking notes, they summarize key points from paragraphs. Notes are typically taken on a computer but occasionally handwritten. The student reflects that doing the assignments has helped renew their interest in learning and enjoyment of writing essays. They also discuss gaining problem-solving skills and applying critical thinking, which they hope to continue developing.
Raspberry Pi - Unlocking New Ideas for Your LibraryBrian Pichman
Join Brian Pichman as he uncovers the world of microcomputing; which are low cost, small computers (ranging from the size of a credit card to a stack of credit cards). Brian will cover Raspberry Pi's and how they can be used in your library; from attendance counters, event displays, library programming and more.
Raspberry Pi - Unlocking New Ideas for Your Library
Kidd_Portfolio_May2015
1. Dallas Brittany Kidd
English Major, Magna Cum Laude, 2008
Psychology Major, Summa Cum Laude, 2011
High School Special Ed Math Teacher
English as a Second Language Teacher
Masters in Computer Science, 2015
Computer Scientist
_________________+
2. Unity and Autodesk Maya:
Game Development
Meet Mr. Scientist,
the first character I modeled
in Autodesk Maya.
I made this game during
spring break using Autodesk Maya
and Unity. For the ImagineCup
competition, I created a
preview video using Camtasia.
3. Unreal Development Kit:
NSM-IT Model
When I worked at NSM-IT at UH, I designed the new office location
using blueprints for scale, modeling new objects in Autodesk Maya, and
placing them with the correct lighting in UDK. I worked under a
professor and also incorporated some of his 3D objects, like the
computer monitors, posters, and printers. But I designed most of
what you see, like the walls, barstools, and floor, to provided
specifications.
4. Poetry Generator:
An Artificial Intelligence Project
Windows 8 app
For an independent project, I programmed a poetry generator in C++
using a small dictionary and 2 poem algorithms.
Later, I converted it to JavaScript for a Windows 8 app, and I
used PhoneGap to have it work on Android.
(Search Amaryllis on the Windows 8 app store to downbload it for free.)
Dictionary size: 47 words
earth: intense, protective.
inspiring.
Dictionary size: 169 words
wish
the atypical lightning, trusting and unraveled
wish
hoping, hoping, hoping
5. Raspberry Pi
Operating Systems
(Raspberry Pi images from raspberrypi.org)
Six Operating Systems:
• Raspbian (Debian Wheezy)
• Arch Linux (lightweight Linux)
• Pidora (Fedora Remix)
• RISC OS (non-Linux)
• OPENELEC (XBMC Media Centre)
• RASPBMC (XBMC Media Centre)
One of the experiments...
After installing and configuring the operating systems
on SanDisk Extreme 8 GB SDHC Class 10 cards, I did a
simple C++ floating point comparison between Raspbian,
Pidora, and Arch Linux.
1st Place: Raspbian, 441,860,000 tics
2nd Place: Pidora, 424,460,000 tics
3rd Place: Arch, 437,220,000 tics
(Although they were all blown away by Linux Mint on my laptop
with an i7 processor and 12 GB RAM, which was ~30 times faster.)
Processor:
700Mhz ARM11
Weight:
45 g
Dimensions:
85.60mm x 56mm x 21mm
Base Price:
About $35
6. _________________
4,375 Windows 8 App Downloads
2,265 Windows Phone App Downloads
6,640 Total App Downloads
For 6 Cross-Platform Apps
+
Windows 8
App Development
I used Visual Studio 2012 with C#,
XML, HTML, and XPlatformCloudKit
GitHub code for some apps and
Visual Studio 2013, JavaScript,
HTML, and CSS for the rest.
Developer Name: Amaryllis
7. Digital Image Processing from scratch
using MATLAB without the Image Processing Toolbox
the original images
my code generated these binary images
and here my code
color-coded
unique “blobs”
and identified
their centroids
(an individual project)
8. Digital Image Processing using MATLAB
and the Image Processing Toolbox
If you take a leaf image
and binarize it
and locate its boundary…
…then the signature of the leaf
can be compared to average signatures
of leaf classes in order to classify it
individual signature class average signature
This was a group project. We
successfully classified 90% of
the leaves of this class, and we
had 11 total classes of leaves.
9. Neural Network Approaches to
Natural Language Processing
Models Performance Experiment
Tiny
Full
Partial
Emails
Models Used for Experiment
Tiny: 96.3 MB various text
Emails: 1.32 GB Enron emails
Partial: 680 MB Wikipedia text
Full: 17.6 GB Wikipedia text
For this independent project,
I used Gensim, a free and
open-source machine learning
Python library for topic modeling
and semantics. In Gensim is
word2vec, which was originally
created by Google in C but has
been ported to Python and uses
Cython for speed.
In my experiment, the Full model
was the English Wikipedia dump
(yes, the entire thing), but it did
not perform much better than the
smaller files, surprisingly.
10. Analysis of 2008 U.S. flight data using
Hadoop MapReduce: a big data analytics project
The average percent
of flights delayed by
airport is over 40%!
Although,
admittedly, even 1
minute counted as a
delay here...
Boxplot for Percent of Delayed Flights by Origin Airport
An outlier: This
airport had a
very tiny
number of
flights, and
they were all
delayed.
IAH and HOU airports both had the same percentage of delays
(47%), even though IAH had 185,172 flights in 2008, which also included
international flights, and HOU only had 55,933 flights, which were all domestic.
Percentage
Did you know?
This was an individual
project, and the
dataset was provided.
11. HackRice:
A Weekend-Long Hackathon
• Teamed up with a friend for HackRice for the first time that
Rice University opened up its hackathon to other schools
• Won a prize from Microsoft for our app, which we created in less
than 24 hours
• The app gives the members of CSGirls updated information about
meetings and resources from our workshops, such as our resume
workshops, and it works both on Windows 8 and Windows Phone
12. - Added 10 pages to the
Confluence site for
documentation and idea
discussion
- Designed an infographic to
summarize alarm management
history, created an alarm
icon for an app, chose
which pre-made icons would
be used in the apps, and
recorded videos of the apps
in use
Internship at the startup company
Medical Informatics Corp
- Created a virtual hospital
script to generate 13 tables
of data for testing and
demonstration purposes
- Submitted 40 bugs in
Tietronix, the bug-tracking
system, and helped fix 28
recorded bugs
- Set up and maintained the 2
Rackspace servers so that we
could demonstrate our apps
live for potential customers
I got to do a little of everything while working at MIC... Python, NodeJS,
JavaScript, JSON, postgreSQL, HTML, CSS, Inkscape, Camtasia
13. Volunteering at
Camp BitSmart
Topics:
- Hello World in multiple languages
- Introduction to binary and ASCII
- 3D printing and its applications
- Wearable electronics (and fashion!)
- Raspberry Pi
- Game design
Main Activity:
- Design and present your own idea
to get a prize
Q: How do you get young girls interested in coding?
A: You make it fun! 24 girls, ages 7-11
2 hours
2 volunteer computer science teachers
14. CSGirls:
Computer Science Girls Club
President from 2014-2015, VP from 2013-2014
• Organization founded in 2013
• Helped organize and run computer science events,
including workshops, guest speakers, community outreach
activities, get-togethers, and more
• Helped organize the first UH CodeRED hackathon
Creativity ▪ Community ▪ Collaboration ▪ Confidence
15. Master’s Thesis Research
Using Astronomy Data
“Using Machine Learning for Automatic Clasification of Classical Cepheids”
- Developed new features for classifying stars automatically
- Used the OGLE (Optical Gravitational Lensing Experiment) data for
Classical Cepheid variable stars in the LMC & SMC galaxies
Fundamental-Mode
Cepheids
usually have
asymmetrical
light curves
(but not
always!)
First-Overtone
Cepheids
almost always
have
symmetrical
light curves
Second-Overtone
Cepheids
have much
smaller
amplitudes and
very
symmetrical
light curves
Automatic methods are becoming
crucial to the astronomy field
because data collection is
growing so rapidly