The document describes a method for detecting balls in images and videos taken during a soccer game. It discusses challenges in ball detection due to the ball's small size and similarity to other objects. The method first finds ball candidates using color segmentation in YUV color space and grouping connected pixels. It then classifies candidates as balls or non-balls using a support vector machine trained on color and texture features. Experiments show the method can reliably identify balls in soccer footage.
Tomatoes and tomato products like tomato sauce and canned tomatoes contain the antioxidant lycopene which can reduce cancer risk by 40% and help cognitive function in old age while also reducing heart disease risk. Concentrated tomato products contain higher amounts of lycopene than fresh tomatoes.
This document discusses various methods for packaging and testing Perl modules for Ubuntu, including the classic Perl way, the quick cpan way, and the Debian/Ubuntu way using dh-make-perl. It also covers creating a Personal Package Archive (PPA) on Launchpad to distribute packages and use bzr-buildpackage for version control. Testing with pbuilder is recommended to build packages in a clean, controlled environment.
The document discusses the human body and its parts. It notes that the body is made up of many complex systems that work together, such as the skeletal, muscular, circulatory, respiratory, digestive, nervous, and reproductive systems. All of these systems allow the body to function and keep us alive through intricate and coordinated processes.
The article discusses the 7 best sleeping positions and then teases an additional best position. It likely focuses on different sleeping positions and their purported benefits, ranking them from best to even better. In 3 sentences or less, it aims to identify the top positions and hint at an 8th top choice without fully revealing it.
This Chinese proverb discusses how money cannot buy certain important things in life like a sense of home, time, rest, knowledge, good health, respect, life, or love. While money can be used to obtain material possessions, it cannot purchase things that provide true meaning or happiness. The proverb aims to encourage people to pursue non-materialistic values.
What's so funny 'bout peace, love and understanding?Ed Wong
Ed Wong gives a presentation at Agile Singapore 2013 about understanding and motivation. He discusses how understanding between groups and customers is important for agile practices. He talks about how people are motivated more by autonomy, mastery and purpose rather than external rewards. Wong also discusses how understanding within organizations and of users can be improved through techniques like personas and journey mapping. He advocates for collaborative approaches to change rather than top-down directives. The presentation concludes with a game to help participants understand each other better.
The narrator describes how as a child they were embarrassed by and resented their mother who had only one eye. The narrator ignored and was rude to their mother at school. As an adult, the narrator was successful but remained distant from their mother. Upon the mother's death, the narrator learns that as a child they had lost an eye in an accident and their mother had given them her own eye so the narrator could see.
Tomatoes and tomato products like tomato sauce and canned tomatoes contain the antioxidant lycopene which can reduce cancer risk by 40% and help cognitive function in old age while also reducing heart disease risk. Concentrated tomato products contain higher amounts of lycopene than fresh tomatoes.
This document discusses various methods for packaging and testing Perl modules for Ubuntu, including the classic Perl way, the quick cpan way, and the Debian/Ubuntu way using dh-make-perl. It also covers creating a Personal Package Archive (PPA) on Launchpad to distribute packages and use bzr-buildpackage for version control. Testing with pbuilder is recommended to build packages in a clean, controlled environment.
The document discusses the human body and its parts. It notes that the body is made up of many complex systems that work together, such as the skeletal, muscular, circulatory, respiratory, digestive, nervous, and reproductive systems. All of these systems allow the body to function and keep us alive through intricate and coordinated processes.
The article discusses the 7 best sleeping positions and then teases an additional best position. It likely focuses on different sleeping positions and their purported benefits, ranking them from best to even better. In 3 sentences or less, it aims to identify the top positions and hint at an 8th top choice without fully revealing it.
This Chinese proverb discusses how money cannot buy certain important things in life like a sense of home, time, rest, knowledge, good health, respect, life, or love. While money can be used to obtain material possessions, it cannot purchase things that provide true meaning or happiness. The proverb aims to encourage people to pursue non-materialistic values.
What's so funny 'bout peace, love and understanding?Ed Wong
Ed Wong gives a presentation at Agile Singapore 2013 about understanding and motivation. He discusses how understanding between groups and customers is important for agile practices. He talks about how people are motivated more by autonomy, mastery and purpose rather than external rewards. Wong also discusses how understanding within organizations and of users can be improved through techniques like personas and journey mapping. He advocates for collaborative approaches to change rather than top-down directives. The presentation concludes with a game to help participants understand each other better.
The narrator describes how as a child they were embarrassed by and resented their mother who had only one eye. The narrator ignored and was rude to their mother at school. As an adult, the narrator was successful but remained distant from their mother. Upon the mother's death, the narrator learns that as a child they had lost an eye in an accident and their mother had given them her own eye so the narrator could see.
The document discusses key concepts in communication and public relations. Effective communication involves implementing a PR plan to disseminate an appropriate, memorable, understandable and believable message through various media channels. The intended audience must be exposed to, accept and potentially change attitudes or behaviors based on the message. Barriers to communication include physical noise, psychological noise, semantic noise and demographic noise. Repetition of messages is important for public relations to help audiences remember and potentially overcome indifference. Factors like relative advantage, compatibility, complexity, trialability and observability influence how audiences adopt new ideas presented in messages.
This document contains several quotes and sayings about the value of true friendship. It discusses how real friends are there for each other through both good and bad times, and how true friendship is only fully appreciated once it has been lost. Friends listen to and support each other, help each other through challenges, and take pieces of each other with them as they journey through life.
Cascao Cortona Gambella Sharing Water Land ResourcesAna Cascao
The document discusses the complex issues around political and geographic borders in the Gambella region located between Ethiopia and Sudan. It notes that while political borders aim to be static, natural resources like land and water are more fluid and subject to environmental changes. As a result, competition over these shared and shifting resources among different groups has led to various conflicts in Gambella without clear borders and risks potential disputes if borders are politically manipulated.
El documento habla sobre un equipo de trauma en la sección 13. En pocas palabras, menciona el nombre de un equipo médico y la ubicación donde trabajan.
The document discusses how modern society has gained material wealth but lost interpersonal connection and quality of life. It argues we should appreciate each day as special and make the most of our time by spending it with family and doing the things we enjoy, rather than saving experiences for an undefined future. The key message is to avoid putting off meaningful actions and instead focus on bringing more joy to each day through small acts of love, gratitude, and living in the present moment.
The document discusses Turnitin's GradeMark digital marking system. It provides an overview of GradeMark's features for adding comments, standardizing feedback, and grading assignments online. Both students and instructors found GradeMark easy to use and saw benefits like improved feedback quality and time savings compared to traditional marking methods. However, some technical issues remained around formatting and anonymity for multiple markers.
AEGIS Conference of African Studies 2011 - Uppsala [Land grabbing in Gambella...Ana Cascao
The document discusses land investments and 'land grabbing' in Gambella, Ethiopia. It notes that over 1 million hectares of land, nearly a quarter of Gambella's farmland, has been leased to 896 companies since 2009 for agricultural development. Two major projects, Saudi Star and Karuturi, have been given large tracts of land for rice, palm oil, and other crop production. However, there are concerns about the environmental and social impacts of these large-scale land investments, including increasing deforestation and pressure on water resources as well as impacts on communities' access to land and water. The document questions whether there will be sufficient land and water available for all uses and users in Gambella amid
The document discusses lead management best practices including lead capture, routing, and reporting. It defines lead management as the processes of lead acquisition, data cleansing, distribution, enrichment, qualification, and conversion. It emphasizes capturing qualifying information from leads, efficiently routing leads to sales, reporting on lead progress and outcomes, and closing the loop on lead management to improve sales.
BRANDZ is an in-depth study of over 50,000 global and local brands that evaluates brand strength. It is based on Millward Brown's BrandDynamics system and uses over 1,000,000 consumer interviews. BRANDZ covers major markets and provides analysis across 250+ categories. It measures brands on awareness, relevance, performance, advantage/bonding, and voltage to understand strengths/weaknesses versus competitors and predict likely changes in market share.
This document provides an overview of key Perl concepts including scalars, arrays, hashes, I/O, operators, and control structures. It discusses scalar data types like strings and numbers. It also covers arrays, hashes, and common functions for each. The document outlines I/O with the console, files, and handles. It briefly summarizes operators and precedence. Finally, it discusses control structures like if/else, loops, and modifiers.
This document contains 13 phrases of advice on living and relationships from Gabriel García Márquez. The phrases counsel embracing who you are with loved ones, not crying over those who don't value you, accepting that not all love will be returned but still feeling loved, cherishing true friends, smiling even when sad to attract love, being someone's whole world, avoiding spending time with those who don't value your time, trusting after hurts but remaining cautious, knowing yourself before new relationships, and allowing the best things to happen unexpectedly. The document encourages sharing these phrases with friends regardless of contact frequency, as everything happens for a reason.
Tudlo journey from its birth. Tudlo empowers organisations and individuals through Social Innovation using latest web and mobile technology to make a Social Impact for a Secure, Safer and Smarter Society.
The document provides a visual guide to using Web Registration at the University at Buffalo to add courses. It outlines the steps to log into MyUB, select a semester and year, update your intended major if needed, check for any registration holds, search for and add open courses, and view your updated class schedule. The guide highlights important registration dates and resources for course planning and scheduling.
In this presentation you will see expert opinions on the value of research, measuring the success of design, and design leadership.
Customer satisfaction, throughout every experience of interacting with a company, has become essential to achieving a meaningful and loyal relationship with customers.
Dr Zafer Bilda has just completed a research project to uncover best practice in Customer Experience Design involving 15 Customer Experience Experts from some of the most respected companies, both in Australia and in the US
Cascao London Resistance Counter-hegemony Transboundary BasinsAna Cascao
This document discusses resistance and counter-hegemony in transboundary river basins. It defines hegemony as the attainment and maintenance of the status quo through both coercion and consent, while counter-hegemony opposes the existing status quo and its legitimacy. The document presents an abstract model of the relationship between hegemony and counter-hegemony as a dynamic continuum, not a binary relationship. It also discusses various mechanisms of resistance and counter-hegemony, from more confrontational to more legitimized, and analyzes what could constitute a moment of counter hydro-hegemony.
This document expresses gratitude for a precious friendship, one that provides mutual love and support during both difficult and happy times. The author thanks their friend for filling their life with happiness and promises to always be there to listen, comfort, and celebrate with their friend. They hope this message reminds the recipient of the sender's friendship and thoughts for them.
Learning Kinematics from direct Self-Observation using Nearest-Neighbour Methodscijat
Commonly, the kinematic function of robotic manipulators is derived from the robot model analytically and can be represented in closed form. However, there are cases in which a model is not apriori available. We propose an approach that enables an autonomous robot to estimate the kinematic and inverse kinematic function on-the-fly directly from self-observations. As observations, we sample pairs of randomly chosen joint configurations and the resulting world positions. For approximating the kinematic and inverse kinematic function, we use instance-based learning techniques, such as Nearest Neighbour (NN) and Locally Weighted Regression (LWR). The sampled pairs not only contain information about the kinematics, but also implicitly encode the connectivity and reachability both in the configuration and world space. The robot can take advantage of this information to build roadmaps with a combined cost function. We present an analysis of our approach as well as the results obtained from experiments on a real robot and from simulation. We show in our talk, that with our approach, it becomes possible to accurately control robots with unknown kinematic models of various complexity and joint types from little data obtained through self-observation.
This document discusses sampling algorithms for quickly sampling in high-dimensional configuration spaces. It introduces configuration space and roadmaps, describes two main ideas for improving sampling, and presents a utility-guided multi-query sampling algorithm evaluated in experiments.
The document discusses key concepts in communication and public relations. Effective communication involves implementing a PR plan to disseminate an appropriate, memorable, understandable and believable message through various media channels. The intended audience must be exposed to, accept and potentially change attitudes or behaviors based on the message. Barriers to communication include physical noise, psychological noise, semantic noise and demographic noise. Repetition of messages is important for public relations to help audiences remember and potentially overcome indifference. Factors like relative advantage, compatibility, complexity, trialability and observability influence how audiences adopt new ideas presented in messages.
This document contains several quotes and sayings about the value of true friendship. It discusses how real friends are there for each other through both good and bad times, and how true friendship is only fully appreciated once it has been lost. Friends listen to and support each other, help each other through challenges, and take pieces of each other with them as they journey through life.
Cascao Cortona Gambella Sharing Water Land ResourcesAna Cascao
The document discusses the complex issues around political and geographic borders in the Gambella region located between Ethiopia and Sudan. It notes that while political borders aim to be static, natural resources like land and water are more fluid and subject to environmental changes. As a result, competition over these shared and shifting resources among different groups has led to various conflicts in Gambella without clear borders and risks potential disputes if borders are politically manipulated.
El documento habla sobre un equipo de trauma en la sección 13. En pocas palabras, menciona el nombre de un equipo médico y la ubicación donde trabajan.
The document discusses how modern society has gained material wealth but lost interpersonal connection and quality of life. It argues we should appreciate each day as special and make the most of our time by spending it with family and doing the things we enjoy, rather than saving experiences for an undefined future. The key message is to avoid putting off meaningful actions and instead focus on bringing more joy to each day through small acts of love, gratitude, and living in the present moment.
The document discusses Turnitin's GradeMark digital marking system. It provides an overview of GradeMark's features for adding comments, standardizing feedback, and grading assignments online. Both students and instructors found GradeMark easy to use and saw benefits like improved feedback quality and time savings compared to traditional marking methods. However, some technical issues remained around formatting and anonymity for multiple markers.
AEGIS Conference of African Studies 2011 - Uppsala [Land grabbing in Gambella...Ana Cascao
The document discusses land investments and 'land grabbing' in Gambella, Ethiopia. It notes that over 1 million hectares of land, nearly a quarter of Gambella's farmland, has been leased to 896 companies since 2009 for agricultural development. Two major projects, Saudi Star and Karuturi, have been given large tracts of land for rice, palm oil, and other crop production. However, there are concerns about the environmental and social impacts of these large-scale land investments, including increasing deforestation and pressure on water resources as well as impacts on communities' access to land and water. The document questions whether there will be sufficient land and water available for all uses and users in Gambella amid
The document discusses lead management best practices including lead capture, routing, and reporting. It defines lead management as the processes of lead acquisition, data cleansing, distribution, enrichment, qualification, and conversion. It emphasizes capturing qualifying information from leads, efficiently routing leads to sales, reporting on lead progress and outcomes, and closing the loop on lead management to improve sales.
BRANDZ is an in-depth study of over 50,000 global and local brands that evaluates brand strength. It is based on Millward Brown's BrandDynamics system and uses over 1,000,000 consumer interviews. BRANDZ covers major markets and provides analysis across 250+ categories. It measures brands on awareness, relevance, performance, advantage/bonding, and voltage to understand strengths/weaknesses versus competitors and predict likely changes in market share.
This document provides an overview of key Perl concepts including scalars, arrays, hashes, I/O, operators, and control structures. It discusses scalar data types like strings and numbers. It also covers arrays, hashes, and common functions for each. The document outlines I/O with the console, files, and handles. It briefly summarizes operators and precedence. Finally, it discusses control structures like if/else, loops, and modifiers.
This document contains 13 phrases of advice on living and relationships from Gabriel García Márquez. The phrases counsel embracing who you are with loved ones, not crying over those who don't value you, accepting that not all love will be returned but still feeling loved, cherishing true friends, smiling even when sad to attract love, being someone's whole world, avoiding spending time with those who don't value your time, trusting after hurts but remaining cautious, knowing yourself before new relationships, and allowing the best things to happen unexpectedly. The document encourages sharing these phrases with friends regardless of contact frequency, as everything happens for a reason.
Tudlo journey from its birth. Tudlo empowers organisations and individuals through Social Innovation using latest web and mobile technology to make a Social Impact for a Secure, Safer and Smarter Society.
The document provides a visual guide to using Web Registration at the University at Buffalo to add courses. It outlines the steps to log into MyUB, select a semester and year, update your intended major if needed, check for any registration holds, search for and add open courses, and view your updated class schedule. The guide highlights important registration dates and resources for course planning and scheduling.
In this presentation you will see expert opinions on the value of research, measuring the success of design, and design leadership.
Customer satisfaction, throughout every experience of interacting with a company, has become essential to achieving a meaningful and loyal relationship with customers.
Dr Zafer Bilda has just completed a research project to uncover best practice in Customer Experience Design involving 15 Customer Experience Experts from some of the most respected companies, both in Australia and in the US
Cascao London Resistance Counter-hegemony Transboundary BasinsAna Cascao
This document discusses resistance and counter-hegemony in transboundary river basins. It defines hegemony as the attainment and maintenance of the status quo through both coercion and consent, while counter-hegemony opposes the existing status quo and its legitimacy. The document presents an abstract model of the relationship between hegemony and counter-hegemony as a dynamic continuum, not a binary relationship. It also discusses various mechanisms of resistance and counter-hegemony, from more confrontational to more legitimized, and analyzes what could constitute a moment of counter hydro-hegemony.
This document expresses gratitude for a precious friendship, one that provides mutual love and support during both difficult and happy times. The author thanks their friend for filling their life with happiness and promises to always be there to listen, comfort, and celebrate with their friend. They hope this message reminds the recipient of the sender's friendship and thoughts for them.
Learning Kinematics from direct Self-Observation using Nearest-Neighbour Methodscijat
Commonly, the kinematic function of robotic manipulators is derived from the robot model analytically and can be represented in closed form. However, there are cases in which a model is not apriori available. We propose an approach that enables an autonomous robot to estimate the kinematic and inverse kinematic function on-the-fly directly from self-observations. As observations, we sample pairs of randomly chosen joint configurations and the resulting world positions. For approximating the kinematic and inverse kinematic function, we use instance-based learning techniques, such as Nearest Neighbour (NN) and Locally Weighted Regression (LWR). The sampled pairs not only contain information about the kinematics, but also implicitly encode the connectivity and reachability both in the configuration and world space. The robot can take advantage of this information to build roadmaps with a combined cost function. We present an analysis of our approach as well as the results obtained from experiments on a real robot and from simulation. We show in our talk, that with our approach, it becomes possible to accurately control robots with unknown kinematic models of various complexity and joint types from little data obtained through self-observation.
This document discusses sampling algorithms for quickly sampling in high-dimensional configuration spaces. It introduces configuration space and roadmaps, describes two main ideas for improving sampling, and presents a utility-guided multi-query sampling algorithm evaluated in experiments.
CRF-Filters: Discriminative Particle Filters for Sequential State Estimationcijat
The document presents a method for state estimation using conditional random fields (CRF). It first introduces CRF and shows how a directed model can be transformed into a CRF model for state estimation. It then describes the CRF filter algorithm and learning the model parameters. Experimental results demonstrating the approach on a robot localization problem are also presented.
Local and Global Gating of Synaptic Plasticitycijat
The document describes a neuronal model that investigates local and global mechanisms of synaptic plasticity. The model includes input, excitatory, and inhibitory neurons fully connected in layers. Trial I presents stimuli randomly to form local representations, while Trial II pairs one stimulus with basal nucleus activity to modify representations globally. Experimental results show that without basal activity in Trial I, neurons largely form specific local representations of stimuli.
This document analyzes the features of auxiliary verbs in Head-Driven Phrase Structure Grammar (HPSG). It discusses how auxiliaries are optional, determine the form of the following verb, and occur in a fixed order. Examples are provided to show how auxiliaries like "could have been" license certain word orders in sentences but not others. The analysis aims to account for these properties of auxiliaries in a way that is compatible with HPSG structures.
This document discusses J.J. Gibson's concept of affordances. Some key points:
1. Gibson defined affordances as all that environments offer animals for good or ill. This refers both to the environment and animal.
2. He founded the school of ecological psychology, arguing that perception is direct and animals stand in relation to their environment.
3. Affordances include things like nutrition, dying, drive-on surfaces, stove controls, and cognitive affordances provided by culture. Later authors expanded on affordances based on body size.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...alexjohnson7307
Predictive maintenance is a proactive approach that anticipates equipment failures before they happen. At the forefront of this innovative strategy is Artificial Intelligence (AI), which brings unprecedented precision and efficiency. AI in predictive maintenance is transforming industries by reducing downtime, minimizing costs, and enhancing productivity.
Trusted Execution Environment for Decentralized Process MiningLucaBarbaro3
Presentation of the paper "Trusted Execution Environment for Decentralized Process Mining" given during the CAiSE 2024 Conference in Cyprus on June 7, 2024.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
1. A B I N J O: U C
L C R I
Hannes Schulz, Hauke Strasdat, and Sven Behnke
University of Freiburg
Institute of Computer Science
Nov 29, 2007
2. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
M
The ball
is small,
3. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
M
The ball
is small,
is easy to confuse with other objects
4. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
M
The ball
is small,
is easy to confuse with other objects
is the most important object on the field:
You cannot play sensibly without knowing its position
5. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
M
The ball
is small,
is easy to confuse with other objects
is the most important object on the field:
You cannot play sensibly without knowing its position
We should put a lot of effort into finding the single real ball.
21. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
C E YUV S
22. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
C E YUV S
Two ellipses for “orange”
Actual ball color
Wider, brownish color
23. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
C E YUV S
Two ellipses for “orange”
Actual ball color
Wider, brownish color
Allows for motion blur
24. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
S C I
orange
YUV Camera Image
(-candidate)
white
green
64 : 1
25. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
S C I
1. Find Maximum
2. Find Weighted Mean orange
(-candidate)
white
green
64 : 1
26. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
S C I
orange
cut corresponding area
(-candidate)
white
green
64 : 1
27. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
S C I
orange
cut corresponding area
(-candidate)
white
Box size depends on position in image
green
64 : 1
29. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
P C
30. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
P C
Projection changes with ellipses: Robust to changes in
lighting conditions
31. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
P C
Projection changes with ellipses: Robust to changes in
lighting conditions
32. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
P L
YUV-Image Y-Image Subsampled Y-Image
Subtraction of mean: Robust to changes in lighting conditions
33. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
H L F
34. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
H L F
38. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 06 – T
H
520 MHz ARM PocketPC
VGA HTC Camera
D S
160 balls
440 non-balls
divided randomly in training set
(80%) and test set (20%)
39. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 06 – T
H
520 MHz ARM PocketPC
VGA HTC Camera
D S
160 balls
440 non-balls
divided randomly in training set
(80%) and test set (20%)
P (T S)
100% of distractors classified
correctly
1 ball out of 32 not recognized
40. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 06 – R T
H
520 MHz ARM PocketPC
VGA HTC Camera
R T T
Robot decides autonomously
which object to approach.
41. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 2007
H
1.33 GHz PC
WVGA µEye Camera
42. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 2007
S D D S
273 balls
548 non-balls
training set 62%, validation set
13%, test set 25%
varying lighting conditions
43. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 2007
A S D S
Avg Luminance 273 balls
ball non-ball 548 non-balls
training set 62%, validation set
13%, test set 25%
varying lighting conditions
Avg Orange-Greenness
ball non-ball
44. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
NR KS 2007
A S D S
Avg Luminance 273 balls
ball non-ball 548 non-balls
training set 62%, validation set
13%, test set 25%
varying lighting conditions
Avg Orange-Greenness R T S
ball non-ball 91.1% accuracy
76.6% if stimuli flipped up/down.
Drop suggests dependency on
gradient.
88.2% if lighting in testset differs.
Classifier seems indifferent.
45. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
C C
Classifier
Task Neural Net Linear Classifier KNN (k = 5)
Regular 91.1% 86.5% 88.5%
Flipped 74.0% 70.0% 76.6%
46. Balls and Non-Balls Finding Ball Candidates Classification of Ball Candidates Experiments
C
The ball has properties aside from being orange
These properties are exploited by our Neural Network
Classifiers
Changes in Lighting conditions can be dealt with by projection
to lines in YUV-space and Luminance.
The method introduced here can be generalized to other
small-sized objects on the field.