This document discusses a working group that was formed to address issue number 4. The working group met on the 12th and discussed solutions. It was decided that the working group will continue their work to resolve the issue.
This document discusses five alternatives - A, B, C, D and E - that are being evaluated using the incremental rate of return method. It provides the initial investment amounts and overall and incremental rates of return for each alternative. It also lists three problems related to selecting the best alternative based on different minimum attractive rates of return and whether the projects are mutually exclusive or independent.
This document provides biographical information on Furman Gennadiy Borysovych, including his education and teaching experience of 19 years teaching German and Hebrew. It also outlines two problems or topics he has worked on: teaching heterogeneous or mixed-level English classes using individualization through work cards, extensive reading, and dialogue journals; and developing cross-cultural competence through extracurricular activities like contests and international programs. The document provides details on implementing these strategies and developing cross-cultural awareness.
The document provides information about several landmarks and locations in Malaysia, including the KLCC twin towers which are 88 floors and 341,760 square meters in size, the Bukit Bintang area known for Arab culture and restaurants located 300 meters from the towers, the Batu Caves Hindu temple, Chinatown, and the island of Langkawi which is known for its mangroves, eagle feeding, and durian fruit.
German Alberto Diaz Meraz CV english (2016 CVB)Alberto Diaz
?
This document provides a summary of Germ¨¢n Alberto D¨ªaz Meraz's professional experience. He has over 10 years of experience as a Project Manager in the food industry, specializing in process equipment, packaging, construction, and logistics. His most recent role was as a Senior Project Manager at Mondel¨¥z International in Monterrey, Mexico from 2015-2018, where he led projects, business development, and a team of 10 employees. Prior to that he held various project management and operations leadership roles at Mondel¨¥z, Kraft Foods, and PepsiCo in Mexico and the United States.
This document outlines three different servers - a Moodle server for online learning, a blogs server for student blogging, and an ATAC server also for student blogging. Each server lists its domain and any relevant policies for its use, such as expectations for the Moodle server and blogging policies for the blogs servers.
The document summarizes the history and evolution of television broadcasting from its invention in the 1920s to the growth of cable television in the 1970s and 1980s. It discusses key events like the first public demonstration of television by Philo Farnsworth in 1928, the rise of network television in the 1940s and 1950s, the transition to color television in the 1950s and 1960s, and the development of cable networks by Ted Turner in the 1970s which led to more specialized content and challenged the dominance of the big three networks.
2009 John Stewardson Memorial Competition in ArchitectureTanya Ivanov
?
The document is a site plan and floor plan for the proposed International Bioethics Center on Thomas Jefferson University's campus. The center will explore the interactions between bioethics professionals and local community visitors through spaces that allow opposing views to coexist. Both public gathering spaces and private study spaces are included to give users freedom to engage with bioethics issues. The plans show the main entrance, meeting rooms, lecture hall, offices, library, and other administrative spaces.
2009 John Stewardson Memorial Competition in ArchitectureTanya Ivanov
?
The document provides a site plan and floor plans for the proposed International Bioethics Center on Thomas Jefferson University's campus. The center would explore the interactions between bioethics professionals and local community visitors through spaces that allow opposing views to coexist. Both public gathering spaces and private study spaces are included to give users freedom to engage with bioethics issues. The floor plans show areas for exhibits, meetings, administration, an archive library, and building maintenance/operations.
Have Google, Will Travel - Wheels of Change conferenceAaron Antrim
?
The document outlines transportation options and schedules from the 'Wheels of Change' conference in Arcata, CA, on April 4, 2009. It details various bus routes, stops, and contact information for local transit authorities as well as emergency services. Additionally, it notes holiday schedules and alternative transportation methods in the Arcata area.
How to make create calendar 2012 powerpoint presentation slides and ppt templ...ºÝºÝߣTeam.net
?
The document is a calendar for January, October, and April showing the days of the week and dates. It displays the months across three rows with the days of the week and dates for each month.
This document displays the calendar for January, April, and July with the days of the week and dates shown for each month. It contains the standard calendar format commonly seen on wall calendars with 3 columns for the days of the week and 4-5 rows for the dates in each month.
This document displays a calendar for the month of January with the days of the week and dates. It shows the month starting on Sunday the 1st and ending on Saturday the 31st. Each week is displayed horizontally with the days abbreviated from Sunday to Saturday.
This document displays a calendar for the month of January with the days of the week and dates. It shows the month starting on Sunday, January 1st and ending on Saturday, January 31st. All dates and days of the week are clearly labeled on the calendar grid for the full month.
This Gantt chart outlines a multi-step project schedule across 7 tasks over the course of a month. It shows the write business plan task starting on day 1 and the PR campaign task dependent on completing setup marketing. Interviews are scheduled for days 25-26 with emails from days 26-29 and a planned launch on day 30. The chart uses start-to-start and finish-to-finish dependencies to link related tasks.
The document contains calendars for April 2010 and May 2010. In April, there are notes about baseball games for the White Sox, Cubs, Indians, Rays, Tigers, and A's on various dates. Notable dates in April include Easter, Earth Day, and various makeup games. The May 2010 calendar is blank.
The document is a timetable that lists classes on certain dates in 2008 and 2009. It shows that on December 5, 2008 there were classes scheduled from 12:00-14:00 and 14:30-15:15. Additionally, it provides a detailed schedule of classes with start and end times each day from December 1, 2008 to January 4, 2009.
This document is a calendar for the month of January. It displays the days of the week across the top and lists the dates 1-31 down the left side with the corresponding day of the week for each date. The days of the week are abbreviated as SUN, MON, TUE, WED, THU, FRI, SAT.
The document discusses design as a means of knowledge production, highlighting the importance of incorporating digital information into physical spaces. It emphasizes the role of ubiquitous computing in alleviating information overload and presents various projects and concepts from the University of Sydney's design lab. Acknowledging the need for improved design standards and understanding, the document showcases multiple innovative design projects that explore future interactions in both physical and digital realms.
The document is a diagram showing the layout of pieces in a quilt or other craft project. There are 46 total pieces used, with pieces #1, #3 and #11 being used the most at 7, 4 and 4 times respectively. The diagram provides the placement and frequency of use for each individual piece.
1. When the temperature of a component increases, its resistance increases. Using stronger magnets with an electric motor will make it go faster.
2. Current is the same at any point in a series circuit. Resistance is measured in ohms.
3. A safety device uses a small current to operate a larger current. It ensures all plugs are safe.
1. When the temperature of a component increases, its resistance increases. Using stronger magnets with an electric motor will make it go faster.
2. Current is the same at any point in a series circuit. Resistance is measured in ohms.
3. A safety device uses a small current to operate a larger current. It protects plugs and circuits from excess current.
The document discusses Indonesia's energy policy and targets for 2025. It aims to shift the energy mix towards more sustainable sources like gas, renewables, and biofuels which would account for 30%, 17%, and 5% respectively by 2025. Indonesia is also working to reduce CO2 emissions through promoting renewable energy, energy efficiency, carbon capture technologies, reducing gas flaring, and conserving forests. The country's fuel policy focuses on meeting domestic demand, developing infrastructure, establishing reserves, diversifying fuels, conserving usage, and encouraging cleaner alternative fuels.
The document provides an overview of the filling hall process for both manual and automatic filling lines for industrial and domestic cylinders. It includes a diagram showing the key steps and equipment involved, which are: 1) cylinder handling systems, 2) filling machines, 3) quality checks like scale checks and leak detection, and 4) additional processes like valve changing and evacuation. The goal is to fill cylinders efficiently and ensure quality.
This document contains a drill set for a marching band. It includes instructions for various sections of the band regarding their movements and formations over a series of counts. Trumpets, horns, and other sections are given directions on when and how to move, such as zipping shut from back to front or taking a certain number of steps to arrive in a new formation. Time signatures, counts, and other musical notation are provided to coordinate the movements with the music.
TNT/TMA board Google Transit presentationAaron Antrim
?
This document provides an overview of a project to add public transportation schedules in the Lake Tahoe basin to Google Transit. The project is led by the Tahoe Regional Planning Agency and will launch on May 23, 2009. It aims to make schedules for various shuttles and transit services in the region, like the Tahoe Transportation District, easily accessible through Google Transit's familiar interface.
This document is a calendar for the year 2011. It shows the months of January through July with the dates and days of the week for each date. The calendar contains boxes for each date with the days of the week (Sun, Mon, Tue, etc.) along the top and left side for reference.
Creating Inclusive Digital Learning with AI: A Smarter, Fairer FutureImpelsys Inc.
?
Have you ever struggled to read a tiny label on a medicine box or tried to navigate a confusing website? Now imagine if every learning experience felt that way¡ªevery single day.
For millions of people living with disabilities, poorly designed content isn¡¯t just frustrating. It¡¯s a barrier to growth. Inclusive learning is about fixing that. And today, AI is helping us build digital learning that¡¯s smarter, kinder, and accessible to everyone.
Accessible learning increases engagement, retention, performance, and inclusivity for everyone. Inclusive design is simply better design.
MuleSoft for AgentForce : Topic Center and API Catalogshyamraj55
?
This presentation dives into how MuleSoft empowers AgentForce with organized API discovery and streamlined integration using Topic Center and the API Catalog. Learn how these tools help structure APIs around business needs, improve reusability, and simplify collaboration across teams. Ideal for developers, architects, and business stakeholders looking to build a connected and scalable API ecosystem within AgentForce.
2009 John Stewardson Memorial Competition in ArchitectureTanya Ivanov
?
The document is a site plan and floor plan for the proposed International Bioethics Center on Thomas Jefferson University's campus. The center will explore the interactions between bioethics professionals and local community visitors through spaces that allow opposing views to coexist. Both public gathering spaces and private study spaces are included to give users freedom to engage with bioethics issues. The plans show the main entrance, meeting rooms, lecture hall, offices, library, and other administrative spaces.
2009 John Stewardson Memorial Competition in ArchitectureTanya Ivanov
?
The document provides a site plan and floor plans for the proposed International Bioethics Center on Thomas Jefferson University's campus. The center would explore the interactions between bioethics professionals and local community visitors through spaces that allow opposing views to coexist. Both public gathering spaces and private study spaces are included to give users freedom to engage with bioethics issues. The floor plans show areas for exhibits, meetings, administration, an archive library, and building maintenance/operations.
Have Google, Will Travel - Wheels of Change conferenceAaron Antrim
?
The document outlines transportation options and schedules from the 'Wheels of Change' conference in Arcata, CA, on April 4, 2009. It details various bus routes, stops, and contact information for local transit authorities as well as emergency services. Additionally, it notes holiday schedules and alternative transportation methods in the Arcata area.
How to make create calendar 2012 powerpoint presentation slides and ppt templ...ºÝºÝߣTeam.net
?
The document is a calendar for January, October, and April showing the days of the week and dates. It displays the months across three rows with the days of the week and dates for each month.
This document displays the calendar for January, April, and July with the days of the week and dates shown for each month. It contains the standard calendar format commonly seen on wall calendars with 3 columns for the days of the week and 4-5 rows for the dates in each month.
This document displays a calendar for the month of January with the days of the week and dates. It shows the month starting on Sunday the 1st and ending on Saturday the 31st. Each week is displayed horizontally with the days abbreviated from Sunday to Saturday.
This document displays a calendar for the month of January with the days of the week and dates. It shows the month starting on Sunday, January 1st and ending on Saturday, January 31st. All dates and days of the week are clearly labeled on the calendar grid for the full month.
This Gantt chart outlines a multi-step project schedule across 7 tasks over the course of a month. It shows the write business plan task starting on day 1 and the PR campaign task dependent on completing setup marketing. Interviews are scheduled for days 25-26 with emails from days 26-29 and a planned launch on day 30. The chart uses start-to-start and finish-to-finish dependencies to link related tasks.
The document contains calendars for April 2010 and May 2010. In April, there are notes about baseball games for the White Sox, Cubs, Indians, Rays, Tigers, and A's on various dates. Notable dates in April include Easter, Earth Day, and various makeup games. The May 2010 calendar is blank.
The document is a timetable that lists classes on certain dates in 2008 and 2009. It shows that on December 5, 2008 there were classes scheduled from 12:00-14:00 and 14:30-15:15. Additionally, it provides a detailed schedule of classes with start and end times each day from December 1, 2008 to January 4, 2009.
This document is a calendar for the month of January. It displays the days of the week across the top and lists the dates 1-31 down the left side with the corresponding day of the week for each date. The days of the week are abbreviated as SUN, MON, TUE, WED, THU, FRI, SAT.
The document discusses design as a means of knowledge production, highlighting the importance of incorporating digital information into physical spaces. It emphasizes the role of ubiquitous computing in alleviating information overload and presents various projects and concepts from the University of Sydney's design lab. Acknowledging the need for improved design standards and understanding, the document showcases multiple innovative design projects that explore future interactions in both physical and digital realms.
The document is a diagram showing the layout of pieces in a quilt or other craft project. There are 46 total pieces used, with pieces #1, #3 and #11 being used the most at 7, 4 and 4 times respectively. The diagram provides the placement and frequency of use for each individual piece.
1. When the temperature of a component increases, its resistance increases. Using stronger magnets with an electric motor will make it go faster.
2. Current is the same at any point in a series circuit. Resistance is measured in ohms.
3. A safety device uses a small current to operate a larger current. It ensures all plugs are safe.
1. When the temperature of a component increases, its resistance increases. Using stronger magnets with an electric motor will make it go faster.
2. Current is the same at any point in a series circuit. Resistance is measured in ohms.
3. A safety device uses a small current to operate a larger current. It protects plugs and circuits from excess current.
The document discusses Indonesia's energy policy and targets for 2025. It aims to shift the energy mix towards more sustainable sources like gas, renewables, and biofuels which would account for 30%, 17%, and 5% respectively by 2025. Indonesia is also working to reduce CO2 emissions through promoting renewable energy, energy efficiency, carbon capture technologies, reducing gas flaring, and conserving forests. The country's fuel policy focuses on meeting domestic demand, developing infrastructure, establishing reserves, diversifying fuels, conserving usage, and encouraging cleaner alternative fuels.
The document provides an overview of the filling hall process for both manual and automatic filling lines for industrial and domestic cylinders. It includes a diagram showing the key steps and equipment involved, which are: 1) cylinder handling systems, 2) filling machines, 3) quality checks like scale checks and leak detection, and 4) additional processes like valve changing and evacuation. The goal is to fill cylinders efficiently and ensure quality.
This document contains a drill set for a marching band. It includes instructions for various sections of the band regarding their movements and formations over a series of counts. Trumpets, horns, and other sections are given directions on when and how to move, such as zipping shut from back to front or taking a certain number of steps to arrive in a new formation. Time signatures, counts, and other musical notation are provided to coordinate the movements with the music.
TNT/TMA board Google Transit presentationAaron Antrim
?
This document provides an overview of a project to add public transportation schedules in the Lake Tahoe basin to Google Transit. The project is led by the Tahoe Regional Planning Agency and will launch on May 23, 2009. It aims to make schedules for various shuttles and transit services in the region, like the Tahoe Transportation District, easily accessible through Google Transit's familiar interface.
This document is a calendar for the year 2011. It shows the months of January through July with the dates and days of the week for each date. The calendar contains boxes for each date with the days of the week (Sun, Mon, Tue, etc.) along the top and left side for reference.
Creating Inclusive Digital Learning with AI: A Smarter, Fairer FutureImpelsys Inc.
?
Have you ever struggled to read a tiny label on a medicine box or tried to navigate a confusing website? Now imagine if every learning experience felt that way¡ªevery single day.
For millions of people living with disabilities, poorly designed content isn¡¯t just frustrating. It¡¯s a barrier to growth. Inclusive learning is about fixing that. And today, AI is helping us build digital learning that¡¯s smarter, kinder, and accessible to everyone.
Accessible learning increases engagement, retention, performance, and inclusivity for everyone. Inclusive design is simply better design.
MuleSoft for AgentForce : Topic Center and API Catalogshyamraj55
?
This presentation dives into how MuleSoft empowers AgentForce with organized API discovery and streamlined integration using Topic Center and the API Catalog. Learn how these tools help structure APIs around business needs, improve reusability, and simplify collaboration across teams. Ideal for developers, architects, and business stakeholders looking to build a connected and scalable API ecosystem within AgentForce.
¡°Addressing Evolving AI Model Challenges Through Memory and Storage,¡± a Prese...Edge AI and Vision Alliance
?
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2025/06/addressing-evolving-ai-model-challenges-through-memory-and-storage-a-presentation-from-micron/
Wil Florentino, Senior Segment Marketing Manager at Micron, presents the ¡°Addressing Evolving AI Model Challenges Through Memory and Storage¡± tutorial at the May 2025 Embedded Vision Summit.
In the fast-changing world of artificial intelligence, the industry is deploying more AI compute at the edge. But the growing diversity and data footprint of transformers and models such as large language models and large multimodal models puts a spotlight on memory performance and data storage capacity as key bottlenecks. Enabling the full potential of AI in industries such as manufacturing, automotive, robotics and transportation will require us to find efficient ways to deploy this new generation of complex models.
In this presentation, Florentino explores how memory and storage are responding to this need and solving complex issues in the AI market. He examines the storage capacity and memory bandwidth requirements of edge AI use cases ranging from tiny devices with severe cost and power constraints to edge servers, and he explains how new memory technologies such as LPDDR5, LPCAMM2 and multi-port SSDs are helping system developers to meet these challenges.
¡°Key Requirements to Successfully Implement Generative AI in Edge Devices¡ªOpt...Edge AI and Vision Alliance
?
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2025/06/key-requirements-to-successfully-implement-generative-ai-in-edge-devices-optimized-mapping-to-the-enhanced-npx6-neural-processing-unit-ip-a-presentation-from-synopsys/
Gordon Cooper, Principal Product Manager at Synopsys, presents the ¡°Key Requirements to Successfully Implement Generative AI in Edge Devices¡ªOptimized Mapping to the Enhanced NPX6 Neural Processing Unit IP¡± tutorial at the May 2025 Embedded Vision Summit.
In this talk, Cooper discusses emerging trends in generative AI for edge devices and the key role of transformer-based neural networks. He reviews the distinct attributes of transformers, their advantages over conventional convolutional neural networks and how they enable generative AI.
Cooper then covers key requirements that must be met for neural processing units (NPU) to support transformers and generative AI in edge device applications. He uses transformer-based generative AI examples to illustrate the efficient mapping of these workloads onto the enhanced Synopsys ARC NPX NPU IP family.
Floods in Valencia: Two FME-Powered Stories of Data ResilienceSafe Software
?
In October 2024, the Spanish region of Valencia faced severe flooding that underscored the critical need for accessible and actionable data. This presentation will explore two innovative use cases where FME facilitated data integration and availability during the crisis. The first case demonstrates how FME was used to process and convert satellite imagery and other geospatial data into formats tailored for rapid analysis by emergency teams. The second case delves into making human mobility data¡ªcollected from mobile phone signals¡ªaccessible as source-destination matrices, offering key insights into population movements during and after the flooding. These stories highlight how FME's powerful capabilities can bridge the gap between raw data and decision-making, fostering resilience and preparedness in the face of natural disasters. Attendees will gain practical insights into how FME can support crisis management and urban planning in a changing climate.
Delivering solutions to Azure may involve a variety of architecture patterns involving your applications, APIs data and associated Azure resources that comprise the solution. This session will use reference architectures to illustrate the security considerations to protect your Azure resources and data, how to achieve Zero Trust, and why it matters. Topics covered will include specific security recommendations for types Azure resources and related network security practices. The goal is to give you a breadth of understanding as to typical security requirements to meet compliance and security controls in an enterprise solution.
AudGram Review: Build Visually Appealing, AI-Enhanced Audiograms to Engage Yo...SOFTTECHHUB
?
AudGram changes everything by bridging the gap between your audio content and the visual engagement your audience craves. This cloud-based platform transforms your existing audio into scroll-stopping visual content that performs across all social media platforms.
This slide illustrates a side-by-side comparison between human-written, AI-written, and ambiguous content. It highlights subtle cues that help readers assess authenticity, raising essential questions about the future of communication, trust, and thought leadership in the age of generative AI.
FME for Good: Integrating Multiple Data Sources with APIs to Support Local Ch...Safe Software
?
Have-a-skate-with-Bob (HASB-KC) is a local charity that holds two Hockey Tournaments every year to raise money in the fight against Pancreatic Cancer. The FME Form software is used to integrate and exchange data via API, between Google Forms, Google Sheets, Stripe payments, SmartWaiver, and the GoDaddy email marketing tools to build a grass-roots Customer Relationship Management (CRM) system for the charity. The CRM is used to communicate effectively and readily with the participants of the hockey events and most importantly the local area sponsors of the event. Communication consists of a BLOG used to inform participants of event details including, the ever-important team rosters. Funds raised by these events are used to support families in the local area to fight cancer and support PanCan research efforts to find a cure against this insidious disease. FME Form removes the tedium and error-prone manual ETL processes against these systems into 1 or 2 workbenches that put the data needed at the fingertips of the event organizers daily freeing them to work on outreach and marketing of the events in the community.
Kubernetes Security Act Now Before It¡¯s Too LateMichael Furman
?
In today's cloud-native landscape, Kubernetes has become the de facto standard for orchestrating containerized applications, but its inherent complexity introduces unique security challenges. Are you one YAML away from disaster?
This presentation, "Kubernetes Security: Act Now Before It¡¯s Too Late," is your essential guide to understanding and mitigating the critical security risks within your Kubernetes environments. This presentation dives deep into the OWASP Kubernetes Top Ten, providing actionable insights to harden your clusters.
We will cover:
The fundamental architecture of Kubernetes and why its security is paramount.
In-depth strategies for protecting your Kubernetes Control Plane, including kube-apiserver and etcd.
Crucial best practices for securing your workloads and nodes, covering topics like privileged containers, root filesystem security, and the essential role of Pod Security Admission.
Don't wait for a breach. Learn how to identify, prevent, and respond to Kubernetes security threats effectively.
It's time to act now before it's too late!
National Fuels Treatments Initiative: Building a Seamless Map of Hazardous Fu...Safe Software
?
The National Fuels Treatments Initiative (NFT) is transforming wildfire mitigation by creating a standardized map of nationwide fuels treatment locations across all land ownerships in the United States. While existing state and federal systems capture this data in diverse formats, NFT bridges these gaps, delivering the first truly integrated national view. This dataset will be used to measure the implementation of the National Cohesive Wildland Strategy and demonstrate the positive impact of collective investments in hazardous fuels reduction nationwide. In Phase 1, we developed an ETL pipeline template in FME Form, leveraging a schema-agnostic workflow with dynamic feature handling intended for fast roll-out and light maintenance. This was key as the initiative scaled from a few to over fifty contributors nationwide. By directly pulling from agency data stores, oftentimes ArcGIS Feature Services, NFT preserves existing structures, minimizing preparation needs. External mapping tables ensure consistent attribute and domain alignment, while robust change detection processes keep data current and actionable. Now in Phase 2, we¡¯re migrating pipelines to FME Flow to take advantage of advanced scheduling, monitoring dashboards, and automated notifications to streamline operations. Join us to explore how this initiative exemplifies the power of technology, blending FME, ArcGIS Online, and AWS to solve a national business problem with a scalable, automated solution.
Supporting the NextGen 911 Digital Transformation with FMESafe Software
?
Next Generation 911 involves the transformation of our 911 system from an old analog one to the new digital internet based architecture. The evolution of NG911 opens up a host of new opportunities to improve the system. This includes everything from device based location, to real time text. This can improve location accuracy dramatically as well as provide live updates from the citizen in need along with real time sensor updates. There is also the opportunity to provide multi-media attachments and medical records if the end user approves. This digital transformation and enhancements all require the support of new NENA and CRTC standards, along with integration across a variety of data streams.
This presentation will focus on how FME has supported NG911 transformations to date, and how we are positioning FME to support the enhanced capabilities to come. This session will be of interest to emergency services, municipalities and anyone who may be interested to know more about how emergency services are being improved to provide more accurate, localized information in order to improve the speed and relevance of emergency response and ultimately save more lives and provide better outcomes for those in need.
FME for Distribution & Transmission Integrity Management Program (DIMP & TIMP)Safe Software
?
Peoples Gas in Chicago, IL has changed to a new Distribution & Transmission Integrity Management Program (DIMP & TIMP) software provider in recent years. In order to successfully deploy the new software we have created a series of ETL processes using FME Form to transform our gas facility data to meet the required DIMP & TIMP data specifications. This presentation will provide an overview of how we used FME to transform data from ESRI¡¯s Utility Network and several other internal and external sources to meet the strict data specifications for the DIMP and TIMP software solutions.
Reducing Conflicts and Increasing Safety Along the Cycling Networks of East-F...Safe Software
?
In partnership with the Belgian Province of East-Flanders this project aimed to reduce conflicts and increase safety along a cycling route between the cities of Oudenaarde and Ghent. To achieve this goal, the current cycling network data needed some extra key information, including: Speed limits for segments, Access restrictions for different users (pedestrians, cyclists, motor vehicles, etc.), Priority rules at intersections. Using a 360¡ã camera and GPS mounted on a measuring bicycle, we collected images of traffic signs and ground markings along the cycling lanes building up mobile mapping data. Image recognition technologies identified the road signs, creating a dataset with their locations and codes. The data processing entailed three FME workspaces. These included identifying valid intersections with other networks (e.g., roads, railways), creating a topological network between segments and intersections and linking road signs to segments and intersections based on proximity and orientation. Additional features, such as speed zones, inheritance of speed and access to neighbouring segments were also implemented to further enhance the data. The final results were visualized in ArcGIS, enabling analysis for the end users. The project provided them with key insights, including statistics on accessible road segments, speed limits, and intersection priorities. These will make the cycling paths more safe and uniform, by reducing conflicts between users.
Mastering AI Workflows with FME - Peak of Data & AI 2025Safe Software
?
Harness the full potential of AI with FME: From creating high-quality training data to optimizing models and utilizing results, FME supports every step of your AI workflow. Seamlessly integrate a wide range of models, including those for data enhancement, forecasting, image and object recognition, and large language models. Customize AI models to meet your exact needs with FME¡¯s powerful tools for training, optimization, and seamless integration