Conversation UIs & Chatbots an introductionMarion Mulder
What are conversational User Interfaces (chatbots, voice assistants), how do they relate to AI, AR, and IoT. What can they be used for. Where are they today and where could this potentially go in the (near) future. And how and where do you start.
This presentation was used for a guest lecture to 3rd year students Media, Information and Communication (Creative Business) of the Hogeschool van Amsterdam (HvA) 26 september 2018.
Images used in the presentation have source reference where available
Conversation UIs & Chatbots an introductionMarion Mulder
What are conversational User Interfaces (chatbots, voice assistants), how do they relate to AI, AR, and IoT. What can they be used for. Where are they today and where could this potentially go in the (near) future. And how and where do you start.
This presentation was used for a guest lecture to 3rd year students Media, Information and Communication (Creative Business) of the Hogeschool van Amsterdam (HvA) 26 september 2018.
Images used in the presentation have source reference where available
Designing better user interfaces sets out to teach interface design by talking through concrete examples: what works, what doesn’t work. A good interface consists of a thousand details done right. This presentation is all about those details.
Journey to the center of the software industry worldAmr Salah
presentation explaining software industry into the world and Egypt, Java as programming language and it's application into the enterprise solutions and market, oracle fusion middle ware items and plan to learn java
Built With ❤ - Why Developer Experience Matters - DevOps Days Boston 2019Arthur Maltson
One evening you’re browsing Twitter and you stumble on a really cool new Open Source tool. The README is intuitive, the installation is seamless and you’re up and running in no time. When using the tool, error messages are clear and how to fix the issues obvious. Before you know it, you’ve achieved what you wanted and you feel like a superstar! But the experience is very different the next day at work. You just spent a couple weeks fiddling to get a project running locally but now you have to jump through hoops to get the application built and deployed with that dreadful internal tool. Why can’t our day time experiences look like our weekend passion projects? It can!
In this session you’ll be introduced to the concept of Developer Experience and why it matters. You’ll then embark on a journey to build a new tool with Developer Experience as a core focus. You’ll learn how certain targeted approaches can improve the Developer Experience through the entire Experience Lifecycle. At the end of the talk you will be equipped with ways to improve the Developer Experience in your work; whether you’re building tools for developers, collaborating with other developers on a business project, or just building a side project one your own.
This is the version of the presentation given at DevOps Days 2019.
Adobe Max Modern iPhone App Design with Rick MesserRick Messer
Modern iPhone App Design
Basic practices and modern techniques
An introduction to iPhone app design. Gain a foundation of basics to break into this medium and start designing apps. This session will cover some fundamental iOS principles and describe modern design techniques. Get equipped with a good starting point and avoid some rookie mistakes.
Some Pointers from a Mobile Product Design Agency
iOS Anatomy: Familiarize with terminology, patterns & controls
Examples of modern design techniques
Tips from our process at Funsize
Working with engineers
Modern tools & practices for prototyping
40 Tools in 20 Minutes: Hacking your Marketing CareerEric Leist
Marketing today requires doing a little bit of everything from creative writing to HTML to light Photoshopping. There are a ton of free tools to make those tasks easier and scalable.
Originally presented at Suffolk University's Bridging the Gap Conference--April 18th, 2014.
WEB APPS
http://zapier.com
https://ifttt.com/
http://twitterfeed.com/
http://gaggleamp.com
http://landerapp.com/
https://support.google.com/analytics/answer/1033867?hl=en
http://99designs.com/
http://visual.ly
http://www.alexa.com/
http://www.hubspot.com/blog-topic-generator
http://www.wordle.net/
www.inboundwriter.com
http://litmus.com/
http://www.inboundwriter.com/
https://www.optimizely.com/
http://thenounproject.com/
http://fortawesome.github.io/Font-Awesome/
https://www.facebook.com/help/459892990722543/
http://ads.twitter.com
https://plzadvize.com/
DESKTOP APPS
https://itunes.apple.com/us/app/caffeine/id411246225?mt=12
http://jumpcut.sourceforge.net/
http://www.gifgrabber.com/
http://www.gimp.org/
EMAIL TOOLS
http://getsignals.com
http://www.yesware.com/
http://www.boomeranggmail.com/
http://rapportive.com/
http://www.wisestamp.com/
http://verify-email.org
MOBILE APPS
https://play.google.com/store/apps/details?id=com.xuchdeid.clear
https://itunes.apple.com/us/app/cardmunch-business-card-reader/id478351777?mt=8
BROWSER PLUGINS
https://chrome.google.com/webstore/detail/omnidrive/gpnikbcifngfgfcgcgfahidojdpklfia?hl=en-US
https://addons.mozilla.org/en-US/firefox/addon/klout/
LEARNING PLATFORMS
http://www.google.com/analytics/learn/
http://www.codecademy.com/
http://teamtreehouse.com/
https://generalassemb.ly/
http://www.intelligent.ly/
http://smarterer.com/
The Making of Melody Jams (CAMPFest 2017)Jamie Kosoy
In late 2015, Jamie received an email from a friend of a friend with an idea for a kid’s game. They were thousands of miles apart, had never met and had never built an app before. Just six months later they released Melody Jams, which went on to top the App Store charts in 130 countries with more than 500,000 downloads worldwide. It also received a Communication Arts 2017 Award of Excellence.
Melody Jams is an allegory for the creative process. In essence, it’s a game teaching kids about empathy; to show how pieces can be more than the sum of their parts. In this talk, Jamie will lift the curtain on how that applies to design and technology: building culture on new teams, learning new languages and processes quickly, the value of prototyping and the eccentricities of the world of apps.
User-Experience (UX) focuses on understanding what users' needs and value, and provide practical products or services. This human-computer interaction acts the same when the users are developers. This talk focuses on Developer-Experience (DX), to establish a good relationship between developers and platform or API providers.
The slides of my speech at App Promotion Summit #APS2014
Can be used as a cookbook to build deep linking!
Video available here: http://www.thinkmobile.fr/blog/deep-linking-at-app-promotion-summit
Brief presentation for Always On Always Connected, an application development class for state-of-the art in mobile technology and smart devices at NYU's ITP.
Build a Chatbot with IBM Watson - No Coding RequiredCharlotte Han
What is a "chatbot" and how does it work? In this workshop, we explored how to build a chatbot for the conversational interface, without having to write any code.
Basecamp Innovation and Insights
1. Chatbot and Brand experiences
2. Definition and Strategy
Delusions and Insights
1. The more the better for conversation?! The wisdom from the social science!!
2. Computers? Social Actors?! Welcome to Similarity-attraction world.
Deliberation and Insights
Building Products That Think- Bhaskaran Srinivasan & Ashish GuptaISPMAIndia
Presenters:
Bhaskaran Srinivasan, Senior Strategy Consultant
Ashish Gupta, Senior Product Manager, Google
Abstract:
This workshop is designed to introduce participants to the opportunities that Generative AI offers through the process steps of a standard NPI. The program provides insights into the capabilities and limitations of Generative AI, offering a hands-on exploration of Gen AI tools tailored for product managers. Attendees will learn how to seamlessly integrate Generative AI into their daily product management workflows, identifying opportunities and prioritizing them based on impact and feasibility. The workshop introduces a robust framework for developing Generative AI-powered products, taking into account crucial factors such as customer pain points, market segment, data and algorithm biases, transparency, user control, and privacy. To enhance the learning experience, the workshop incorporates interactive talks, case study coverage, and group-based hands-on exercises. Geared towards mid-level product managers with a foundational understanding of product management best practices, the workshop is facilitated by two seasoned speakers with expertise in product innovation.
Designing better user interfaces sets out to teach interface design by talking through concrete examples: what works, what doesn’t work. A good interface consists of a thousand details done right. This presentation is all about those details.
Journey to the center of the software industry worldAmr Salah
presentation explaining software industry into the world and Egypt, Java as programming language and it's application into the enterprise solutions and market, oracle fusion middle ware items and plan to learn java
Built With ❤ - Why Developer Experience Matters - DevOps Days Boston 2019Arthur Maltson
One evening you’re browsing Twitter and you stumble on a really cool new Open Source tool. The README is intuitive, the installation is seamless and you’re up and running in no time. When using the tool, error messages are clear and how to fix the issues obvious. Before you know it, you’ve achieved what you wanted and you feel like a superstar! But the experience is very different the next day at work. You just spent a couple weeks fiddling to get a project running locally but now you have to jump through hoops to get the application built and deployed with that dreadful internal tool. Why can’t our day time experiences look like our weekend passion projects? It can!
In this session you’ll be introduced to the concept of Developer Experience and why it matters. You’ll then embark on a journey to build a new tool with Developer Experience as a core focus. You’ll learn how certain targeted approaches can improve the Developer Experience through the entire Experience Lifecycle. At the end of the talk you will be equipped with ways to improve the Developer Experience in your work; whether you’re building tools for developers, collaborating with other developers on a business project, or just building a side project one your own.
This is the version of the presentation given at DevOps Days 2019.
Adobe Max Modern iPhone App Design with Rick MesserRick Messer
Modern iPhone App Design
Basic practices and modern techniques
An introduction to iPhone app design. Gain a foundation of basics to break into this medium and start designing apps. This session will cover some fundamental iOS principles and describe modern design techniques. Get equipped with a good starting point and avoid some rookie mistakes.
Some Pointers from a Mobile Product Design Agency
iOS Anatomy: Familiarize with terminology, patterns & controls
Examples of modern design techniques
Tips from our process at Funsize
Working with engineers
Modern tools & practices for prototyping
40 Tools in 20 Minutes: Hacking your Marketing CareerEric Leist
Marketing today requires doing a little bit of everything from creative writing to HTML to light Photoshopping. There are a ton of free tools to make those tasks easier and scalable.
Originally presented at Suffolk University's Bridging the Gap Conference--April 18th, 2014.
WEB APPS
http://zapier.com
https://ifttt.com/
http://twitterfeed.com/
http://gaggleamp.com
http://landerapp.com/
https://support.google.com/analytics/answer/1033867?hl=en
http://99designs.com/
http://visual.ly
http://www.alexa.com/
http://www.hubspot.com/blog-topic-generator
http://www.wordle.net/
www.inboundwriter.com
http://litmus.com/
http://www.inboundwriter.com/
https://www.optimizely.com/
http://thenounproject.com/
http://fortawesome.github.io/Font-Awesome/
https://www.facebook.com/help/459892990722543/
http://ads.twitter.com
https://plzadvize.com/
DESKTOP APPS
https://itunes.apple.com/us/app/caffeine/id411246225?mt=12
http://jumpcut.sourceforge.net/
http://www.gifgrabber.com/
http://www.gimp.org/
EMAIL TOOLS
http://getsignals.com
http://www.yesware.com/
http://www.boomeranggmail.com/
http://rapportive.com/
http://www.wisestamp.com/
http://verify-email.org
MOBILE APPS
https://play.google.com/store/apps/details?id=com.xuchdeid.clear
https://itunes.apple.com/us/app/cardmunch-business-card-reader/id478351777?mt=8
BROWSER PLUGINS
https://chrome.google.com/webstore/detail/omnidrive/gpnikbcifngfgfcgcgfahidojdpklfia?hl=en-US
https://addons.mozilla.org/en-US/firefox/addon/klout/
LEARNING PLATFORMS
http://www.google.com/analytics/learn/
http://www.codecademy.com/
http://teamtreehouse.com/
https://generalassemb.ly/
http://www.intelligent.ly/
http://smarterer.com/
The Making of Melody Jams (CAMPFest 2017)Jamie Kosoy
In late 2015, Jamie received an email from a friend of a friend with an idea for a kid’s game. They were thousands of miles apart, had never met and had never built an app before. Just six months later they released Melody Jams, which went on to top the App Store charts in 130 countries with more than 500,000 downloads worldwide. It also received a Communication Arts 2017 Award of Excellence.
Melody Jams is an allegory for the creative process. In essence, it’s a game teaching kids about empathy; to show how pieces can be more than the sum of their parts. In this talk, Jamie will lift the curtain on how that applies to design and technology: building culture on new teams, learning new languages and processes quickly, the value of prototyping and the eccentricities of the world of apps.
User-Experience (UX) focuses on understanding what users' needs and value, and provide practical products or services. This human-computer interaction acts the same when the users are developers. This talk focuses on Developer-Experience (DX), to establish a good relationship between developers and platform or API providers.
The slides of my speech at App Promotion Summit #APS2014
Can be used as a cookbook to build deep linking!
Video available here: http://www.thinkmobile.fr/blog/deep-linking-at-app-promotion-summit
Brief presentation for Always On Always Connected, an application development class for state-of-the art in mobile technology and smart devices at NYU's ITP.
Build a Chatbot with IBM Watson - No Coding RequiredCharlotte Han
What is a "chatbot" and how does it work? In this workshop, we explored how to build a chatbot for the conversational interface, without having to write any code.
Basecamp Innovation and Insights
1. Chatbot and Brand experiences
2. Definition and Strategy
Delusions and Insights
1. The more the better for conversation?! The wisdom from the social science!!
2. Computers? Social Actors?! Welcome to Similarity-attraction world.
Deliberation and Insights
Building Products That Think- Bhaskaran Srinivasan & Ashish GuptaISPMAIndia
Presenters:
Bhaskaran Srinivasan, Senior Strategy Consultant
Ashish Gupta, Senior Product Manager, Google
Abstract:
This workshop is designed to introduce participants to the opportunities that Generative AI offers through the process steps of a standard NPI. The program provides insights into the capabilities and limitations of Generative AI, offering a hands-on exploration of Gen AI tools tailored for product managers. Attendees will learn how to seamlessly integrate Generative AI into their daily product management workflows, identifying opportunities and prioritizing them based on impact and feasibility. The workshop introduces a robust framework for developing Generative AI-powered products, taking into account crucial factors such as customer pain points, market segment, data and algorithm biases, transparency, user control, and privacy. To enhance the learning experience, the workshop incorporates interactive talks, case study coverage, and group-based hands-on exercises. Geared towards mid-level product managers with a foundational understanding of product management best practices, the workshop is facilitated by two seasoned speakers with expertise in product innovation.
In this presentation and workshop Cyber-Duck take delegates through building blocks of developing a user centric brand and marketing strategy and introduce exciting new marketing channels such as artificial intelligence, bots, micro-moments and SEO as well as virtual and augmented reality. The presentation is concluded by exploring the importance of data and analytics.
Ready to go Mobile? Today's Mobile Landscape: Responsive, Adaptive, Hybrid, a...Jeremy Johnson
There are a number of options when going mobile, and it's not slowing down. Why choose one over the other? What are the strengths and pitfalls? What's right for your customers and users? We'll go over each option, with examples of how you can come to the right strategy around your mobile offerings.
10 Things Every PHP Developer Should Know About Machine Learning10x Nation
Today’s PHP developers often hear about leveraging machine learning algorithms in order to build more intelligent applications, but many don’t know where to start.
One of the most important aspects of developing smart applications is understanding the underlying machine learning platforms, even if you aren’t the person building them. Whether you are integrating a recommendation system into your app or building a chat bot, this presentation will help you get started in understanding the basics of machine learning.
Artificial Intelligence: What are the different ways AI is going to transform the device-based experience for consumers?
How do you stay ahead of where AI is headed?
How should AI be leveraged to enhance brand trust, improve engagement and help consumers get jobs to be done in a way that is valued by consumers?
How can AI be employed to create better personal performance for individuals?
Predictions 2019: Digital journeys are well on their way Belatrix Software
2018 was a year when executives focused intensely on creating new digital business models. Emerging technologies provide the basis for new forms of business, and more importantly, of customer value. 2019 will see companies continue on their journeys to becoming more mature digital organizations.
- How AI will change how we develop and test software.
- Why new technologies such as Google Flutter provide new business opportunities.
- How companies in fast-growing markets are leapfrogging traditional tech adoption cycles -and what this means for executives faced with a changing competitive landscape.
- How Augmented Reality will shape the future of UX design.
A look at digital marketing in the not-too-distant future. From shifting privacy norms, evolving SERPs, the game-ification of everything, social business, and more. Implications and business application included as well.
The world as we see today is a great feat of engineering. Without engineering there won’t be any cities or landscape to view. Any structure other than a simple hut will be impossible to build.
Artificial Intelligence (AI) – Powering Data and Conversations.pptxBrian Pichman
Uncover the potential of Artificial Intelligence in revolutionizing data analysis and enhancing conversational experiences within library contexts. This presentation explores how AI technologies are redefining data management, insights, and user interactions in libraries. Gain insights into how AI-driven data analysis can optimize collection management, resource allocation, and user engagement. Additionally, learn about the implementation of AI-powered conversational interfaces to provide seamless library support and guidance.
Key Points:
- Enhancing library data analysis: From catalog optimization to user behavior insights using AI.
- Leveraging AI to automate routine data-related tasks and enhance decision-making.
- Conversational AI in libraries: Creating virtual assistants and chatbots for user assistance.
- Merging human expertise with AI: Crafting effective user interactions in library services.
- Case studies showcasing libraries streamlining operations and enriching user experiences through AI.
- Future horizons: The evolving role of AI in data management and personalized library interactions.
10 Things Every Entrepreneur Needs to Know About Artificial IntelligenceChristopher Mohritz
A.I. is transforming our world in unprecedented ways and at unprecedented speeds, presenting an endless stream of opportunities for savvy entrepreneurs.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
2. ● It’s ready for prime time
● It’s coming faster than you think
● It’s a gateway capability
● It’s changing everything
● It creates a richer experience
● It’s easier to use than you think
● Q&A
COMPUTER VISION
O
U
R
JO
U
R
N
EY
4. STARTUPS & ENTERPRISE
chris.mohritz@10xeffect.com
● Lead a startup accelerator for web/mobile
● Also run corporate innovation events & consulting
● Using A.I. (machine learning) in business since 2009
A
B
O
U
T
11. PRICING
●FEATURE 1 - 1000 UNITS/MO
1001- 1,000,000
UNITS/MO
1,000,001 to 5,000,000
UNITS/MO
5,000,001 - 20,000,000
UNITS/MO
Label Detection Free $1.50 / 1000 units $1.50 / 1000 units $1.00 / 1000 units
OCR Free $1.50 / 1000 units $1.50 / 1000 units $0.60 / 1000 units
Explicit Content Detection Free Free with Label Detection*
Facial Detection Free $1.50 / 1000 units $1.50 / 1000 units $0.60 / 1000 units
Landmark Detection Free $1.50 / 1000 units $1.50 / 1000 units $0.60 / 1000 units
Logo Detection Free $1.50 / 1000 units $1.50 / 1000 units $0.60 / 1000 units
Image Properties Free $1.50 / 1000 units $1.50 / 1000 units $0.60 / 1000 units
12. IMAGE SIZING
VISION API FEATURE RECOMMENDED SIZE NOTES
FACE_DETECTION 1600 x 1200 Distance between eyes is most important
LANDMARK_DETECTION 640 x 480
LOGO_DETECTION 640 x 480
LABEL_DETECTION 640 x 480
TEXT_DETECTION 1024 x 768
OCR requires more resolution to detect
characters
SAFE_SEARCH_DETECTION 640 x 480
cloud.google.com/vision/docs/supported-files
13. WHERE IS THE A.I.?
In the system’s ability to determine objects and
context within each image.
Compared to having people view and judge images
manually.
Remember: A.I. is subjective
14. WHAT IS COMPUTER VISION?
And just to clarify…
Visual recognition — exploring face detection,
emotion recognition, text extraction, damage
identification, context awareness, and more.
15. EXAMPLES IN USE TODAY
Manufacturing
● Ensure products are positioned correctly on an
assembly line
Visual auditing
● Monitor for compliance or deterioration in fleet of
trucks, planes, or windmills
● Train classifiers to understand what defects look
like
Insurance
● Quickly process claims by classifying images of
claims
Social listening
● Track buzz about your company on social media
Security
● Monitor for activity, instantly classify objects as
threat or not
Social commerce
● Use an image of a food dish to find out which
restaurant serves it and find reviews
● Use a travel photo to find vacation suggestions
based on similar experiences
● Use a house image to find similar homes that are
for sale
Retail
● Take a photo of a favorite outfit to find stores with
those clothes in stock or on sale
● Use a travel image to find retail suggestions in that
area
Education
● Create image-based applications to educate about
taxonomies
● Use pictures to find educational material on similar
subjects
R
ESO
U
R
C
ES
16. Computers have already matched — and exceeded —
human capabilities when it comes to understanding
visual information.
Now it’s just a question of finding uses and applying
this new capability in productive ways.
READY FOR PRIME TIME
R
EC
A
P
18. ALREADY BETTER THAN HUMANS
February, 2015 — “...researchers say their system
achieved a 4.94% error rate... In previous experiments,
humans have achieved an estimated 5.1% error rate.”
microsoft.com/en-us/research/blog/microsoft-researchers-algorithm-sets-imagenet-challenge-m
ilestone
19. AND COMING SOON...CREATE
Write a text description of an
existing image.
Given a text description,
generate an image from scratch.
petapixel.com/2016/09/23/googles-image-captioning-ai
-can-describe-photos-94-accuracy youtu.be/rAbhypxs1qQ?t=5s
[ 2016 ]
21. Computer vision is already better than humans at
identifying objects within images.
And they just started learning how to create images
from scratch...and they’re already pretty good at it.
FASTER THAN YOU THINK
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23. If you’re looking for a place to begin your A.I. journey,
this is a good starting point...
24. THE PROBLEM
We live in a visual world, yet capturing useful
information from images has historically required
human vision — which can be slow and costly.
25. THE GOAL
But if we could extract that useful information
through computer vision, it could provide
invaluable insight for business.
26. THE SOLUTION
An intelligent visual recognition service that
automatically analyzes and identifies objects and
scenes in image files (video, etc.).
27. A HIGH PROFILE EXAMPLE
Facial recognition
systems are coming on
strong and being used
in a wide variety of
applications.
youtu.be/K4u4Dpl6NKk?t=1m9s
28. Visual recognition is 1 of 2 critical capabilities that will
allow artificial intelligence to integrate into and
empower our world in ways we’ve only dreamed of.
It allows computers to interact with humans on our
own terms — to integrate into our daily lives.
GATEWAY CAPABILITY
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Speech is the other one.
37. IT’S EVEN CHANGING ‘PEOPLE
WATCHING’
medium.com/homeland-security/no-longer-just-another-face-in-the-crowd-15e1c74fe24
38. Giving computers access to the visual world will
empower our work and lives.
Amplifying human productivity in endless ways.
IT’S CHANGING EVERYTHING
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40. “Customer
experience is the
new battlefield.”
~ Gartner, 2015
accenture.com/us-en/insight-artificial-intelligence-ui
EXPERIENCE ABOVE ALL
41. VIP TREATMENT
A top customer walks into your store.
The system instantly recognizes them, issues a
personalized greeting, and alerts an attendant.
And/or…
Allows you to track store visits just as we track web
visits in Google Analytics (faces vs. IP addresses).
44. It’s often said that the verbal and audible elements of
communication only make up 45% of what is being
said.
Computers can now see, read — and act upon — the
other 55%.
A RICHER EXPERIENCE
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46. START WITH COMMERCIAL APIs
Commercial Platform, Their Training Data
Commercial Platform, Your Training Data
In-House Platform, Your Training Data
A.I. M
aturity
← No training data required!
47. NOTHING NEW HERE
Most of the major cloud providers
have purpose-built A.I.-powered APIs.
Many have a free tier.
And they work exactly like
every other API you’re already using.
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ESLOTS OF COMMERCIAL OPTIONS
Jumping back to our demo above, here are some
alternative commercial APIs…
● IBM Watson Visual Recognition
● Microsoft Computer Vision API
● Clarifai
49. Start with a pre-trained cloud API (no training data
required).
Most cloud providers offer a free tier. So start thinking
about the different ways to use computer vision.
Then just start testing and see what you can do.
EASIER THAN YOU THINK
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Don't get me wrong, there's an insane amount of complexity behind the scenes.
But fortunately, you need to know that stuff to take advantage of A.I.
51. HOW-TO GUIDES
● Building Voice-Enabled Products With Amazon Alexa
● Cognitive Customer Engagement Using IBM Watson
● Harnessing Visual Data Using Google Cloud
● Building a Recommendation Engine Using Microsoft Azure
● Predicting Marketing Campaign Response Using Amazon Machine Learning
● Unleashing A.I.-Powered Conversation With IBM Watson
● Get into the Mind of Your Customer Using Google’s Sentiment Analysis Tools
● Discover Your Customers’ Deepest Feelings Using Microsoft Facial Recognition
● Give Your Products the Power of Speech Using Amazon Polly
● Computers Are Opening Their Eyes — and They’re Already Better at Seeing Than We Are
● How to Predict When You’re Going to Lose a Subscriber
● The Future of Business is a Digital Spokesperson — Let’s Build a Preview Using Microsoft’s Bot
Framework
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52. COMING UP...
2 A.I. Technologies that will have the greatest impact
● Computer Speech — 12:00-12:45 pm
● Computer Vision — 1:00-1:45 pm
2 A.I. Applications with the quickest R.O.I.
● Customer Engagement — 2:00-2:45 pm
● Personalization — 3:00-3:45 pm
JO
IN
U
S!
53. ● Computer speech is ready for prime time
● It’s coming faster than you think
● It’s a gateway capability
● It’s changing everything
● It creates a richer experience
● It’s easier to use than you think
JOURNEY’S END
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