This was part of my master's thesis focused on using hand gestures to fly a Parrot Bebop Drone. The motion sensing device used here is a Leap Motion.
As the next step, I am going to integrate Kinect and Myo with the system.
DJI's Drone Solutions for Smart Cities of the Futuresitecmy
Keynote Presentation by Bryan Liu, Head of Enterprise for APAC, DJI at the Selangor Smart City & Future Commerce Convention 2017, on the topic titled 'DJI's Drone Solutions for Smart Cities of the Future'
this is about quad-copter component and how we select best for us in this did not analysis about aerodynamics theory and momentum equation. but all basic things are completely explain about quad-copter. circuit diagram also clearly present in this slide. expect all this things applications are describe here
DJI's Drone Solutions for Smart Cities of the Futuresitecmy
Keynote Presentation by Bryan Liu, Head of Enterprise for APAC, DJI at the Selangor Smart City & Future Commerce Convention 2017, on the topic titled 'DJI's Drone Solutions for Smart Cities of the Future'
this is about quad-copter component and how we select best for us in this did not analysis about aerodynamics theory and momentum equation. but all basic things are completely explain about quad-copter. circuit diagram also clearly present in this slide. expect all this things applications are describe here
Power Presentation on UAVs.Basically covering all the informative topics related to UAVs.Starting from different terminology and ending up to future vision and advantages.
It is actually a fully made presentation one can directly use to present it.It contains pictures so by the use of it one can able to understand each and every line in the particular slide.
The content provides the evolution of the Unmanned Aerial Vehicles from the very beginning to the present.
Starting from 1849 with Balloons, the UAVs have now evolved so much with the technology and have gained a lot importance in different sectors.
Aerospace Technology offers with the research, design, and production of air flight capable devices, and the methods of managing airplane and rocketry within the atmosphere.
Vehicle Detection using Camera
Vehicle Detection Using Cameras for Self-Driving Cars |
Using machine learning and computer vision I create a pipeline that detects nearby vehicles from a dash-cam.
Exploring Alternative Control Modalities for Unmanned Aerial VehiclesDavid Qorashi
A Thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Information Systems at Grand Valley State University (December 2014).
Power Presentation on UAVs.Basically covering all the informative topics related to UAVs.Starting from different terminology and ending up to future vision and advantages.
It is actually a fully made presentation one can directly use to present it.It contains pictures so by the use of it one can able to understand each and every line in the particular slide.
The content provides the evolution of the Unmanned Aerial Vehicles from the very beginning to the present.
Starting from 1849 with Balloons, the UAVs have now evolved so much with the technology and have gained a lot importance in different sectors.
Aerospace Technology offers with the research, design, and production of air flight capable devices, and the methods of managing airplane and rocketry within the atmosphere.
Vehicle Detection using Camera
Vehicle Detection Using Cameras for Self-Driving Cars |
Using machine learning and computer vision I create a pipeline that detects nearby vehicles from a dash-cam.
Exploring Alternative Control Modalities for Unmanned Aerial VehiclesDavid Qorashi
A Thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Information Systems at Grand Valley State University (December 2014).
LoveBirds: An Assistive Navigation Manager for KUALA LUMPUR Bird's Parknorain_yusoff
LoveBirds is system catered for the visitors of Kuala Lumpur Bird’s Park to guide their way through the bird park.
Users can view the map of the bird park and locate the particular species of a bird. Users will also be able to view the birds information in a comprehensive manner. All the details relating to the species will enable users to learn about the bird species. Furthermore, users will be able to add a photo if they spot any bird sighting. This system also allows users to view all the necessary park information for the convenience of users.
For more information, please contact:
http://mmuexpert.mmu.edu.my/norainyusoff
Deep reinforcement learning framework for autonomous drivingGopikaGopinath5
Motivated by the successful demonstrations of learning of Atari games and Go by Google DeepMind, it is possible to propose a framework for autonomous driving using deep reinforcement learning.
It incorporates Recurrent Neural Networks for information integration, enabling the car to handle partially observable scenarios.
Continuous, Evolutionary and Large-Scale: A New Perspective for Automated Mob...Kevin Moran
Mobile app development involves a unique set of challenges including device fragmentation and rapidly evolving platforms, making testing a difficult task. The design space for a comprehensive mobile testing strategy includes features, inputs, potential contextual app states, and large combinations of devices and underlying platforms. Therefore, automated testing is an essential activity of the development process. However, current state of the art of automated testing tools for mobile apps posses limitations that has driven a preference for manual testing in practice. As of today, there is no comprehensive automated solution for mobile testing that overcomes fundamental issues such as automated oracles, history awareness in test cases, or automated evolution of test cases.
In this perspective paper we survey the current state of the art in terms of the frameworks, tools, and services available to developers to aid in mobile testing, highlighting present shortcom- ings. Next, we provide commentary on current key challenges that restrict the possibility of a comprehensive, effective, and practical automated testing solution. Finally, we offer our vision of a comprehensive mobile app testing framework, complete with research agenda, that is succinctly summarized along three principles: Continuous, Evolutionary and Large-scale (CEL).
Besides the giants like Facebook, Google and Twitter only a few smaller companies are able to work at scale. Skyscanner Budapest stepped on this exciting journey last year and set the goal: enable more and more engineers inside the company to work together on Skyscanner’s apps but at the same time keep our pace and fix release schedule that allows us iterative development.
My presentation aims to be an insider-tour in Skyscanner’s engineering culture and more specifically in the daily routine of our Budapest-based mobile app development team: we are 40 engineers working to satisfy the needs of over 40 million travellers. It is also a story about how we slowly evolved from coders to product engineers whose most important job is to creatively solve complex problems.
We haven't reached the end of our journey yet, however we think that our first learnings can be interesting for others.
Continuous testing for Agile and DevOps teamsLaurent PY
In this webinar we presented a continuous testing framework enabling agile teams to test their software from idea to production.
It is based on Behaviour Driven Development (BDD), automated testing and product analytics.
A free webinar produced by the Technology Association of Oregon's Quality Assurance Forum Group. Presented by Trent Peterson, CEO and Co-Founder of Portland-based AppThwack, providing fast automated mobile device testing services for Android, iPhone, iPad, and mobile web apps. The recording to the webinar can be accessed here: http://youtu.be/r9Vm6ssSEU8
Experitest-Infosys Co-Webinar on Mobile Continuous IntegrationExperitest
Experitest & Infosys held a co-webinar, discussing Continuous Integration & Mobile Performance Test Strategies, Tools and Certification services that can guarantee a quality app for the end user.
User Interfaces and User Centered Design Techniques for Augmented Reality and...Stuart Murphy
We chose to explore virtual and augmented reality (VR and AR) due to its recent emergence into the mainstream areas of gaming, mobile applications and various other systems. We felt it important to distinguish between VR and AR in both areas of interaction design and user interface evaluation and creation techniques. As it is a topic of great passion for us we wanted to instill the possibilities that this medium has to offer for interaction designers and UI developers.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Governing Equations for Fundamental Aerodynamics_Anderson2010.pdf
Using hand gestures to fly UAVs
1. Exploring Alternative
Control Modalities for
Unmanned Aerial Vehicles
Thesis Presentation
David Qorashi
Grand Valley State University
April 2015
Committee Members
Dr. Engelsma, Dr. Alsabbagh, Dr. Dulimarta
3. –Business Insider (2014)
“We predict that 12% of an estimated $98 billion
in cumulative global spending on aerial drones
over the next decade will be for commercial
purposes.”
5. Problems with current
approaches
• Steep Learning Curve
• Failing to pilot the drone in initial attempts
• Damage to drone/environment
• Comprise safety of pilot and/or bystanders
7. Endangers People’s Safety
Roman Pirozek was killed while flying a
remote-controlled model helicopter on
September 2013 (Source: Wall Street
Journal).
10. Human robot interaction: A
new field in HCI
• Goodtich & Olsen defined a general Interface on designing effective UIs
• Dury et.al defined a set of HRI taxonomies
• Quigley et al. used a numeric parameter-based interface for controlling
• Quigley et al. used voice control interaction
• Natural User Interfaces
• Gesture-based Interaction for collocated ground robots (Rogolla et al.
2002)
• Gesture-based Interaction for collocated Drones (Ng et al. 2011)
13. Microsoft
Kinect
Source: Microsoft Corp. (2014)
New Approach: Using motion sensing input devices
A Kinect-Base Natural Interface for Quadrotor Control (Sanna et al. 2012)
14. Challenges using Body Parts
Movements
• Not very comforting
• Not very receptive by the pilots
• Very hard to do in a long run
24. • Sample: A subset of students
• First, they were asked to complete a very simple mission
in an specific route using multi-touch approach
• Second, we ask them to pilot the drone in the same
route using the implemented approach
• Finally, we ask them to fill a questionnaire to rate each
approach.
• Also, the trainer examined the accuracy of landings after
each flight
27. What needs to be done?
• Controller for sending the commands to the drone
• Gesture Recognition System
• Interfacing Gesture system with Drone Controller
28. Drone Controller
• Bebop Drone released in December 2014
• Documentations for the new API: Extremely weak
• A high-level wrapper was created around C API
• https://github.com/gvsucis/c-bebop-drone
40. Every ML algorithm needs
some features
• Features are extracted from the data
• Features in use for this application:
• Tips’ positions
• Center of Palm position
• Velocities
41. Leap Motion API provided
us with positions of tips,
palm and velocities
44. With huge set of data all these methods converge
Domingos, Pedro. "A few useful things to know about machine
learning." Communications of the ACM 55.10 (2012): 78-87.
45. For this App, we chose $P
• Why?
• We didn’t have lots of training data
• $P is optimized for gesture recognition
er: a 2-D gesture recognizer designed for rapid prototyping of ges
46. As the last step we connected
gesture recognizer to drone
controller
57. Why?
• Gesture controller involves nondeterministic factors
• Quality of the sensor
• Quality of data gathered during training phase
• Lighting conditions of the environment during
the test
• Suitableness of algorithm used for training
60. Raised Questions During
Research??
• How should we handle combinatorial commands?
• How can we make GR 100% accurate and more
robust?
• How can we define more intuitive gestures?
61. Future work?
• Use another kind of sensor for gathering data
• Run image processing algorithms instead of relying
on the API provided by Leap
• Make a huge data set instead of using just two
people’s hand gestures
• Considering multimodal controls
UAVs are defined as an aircraft without a human pilot on board.
They are currently popular in military, but using them for commercial purposes is ramping up. They can revolutionize various business sectors.
For now it is not allowed to use them for business purposes in the U.S., though lawmakers plan to phase in commercial drone flights beginning in 2015, starting with limited flights of small drones
Despite all the improvements for overall controllability of drones, most of them are still quite challenging for inexperienced users to pilot.
Users will buy drones, unbox them, and attempt to fly them immediately. The problem is that they are not able to fly them smoothly in their initial efforts. :)
. Another common issue is that novice users lose control of drones very easily. Drones will fly away and will never come back. Running a simple query on youtube for ‘drone flies away’ returns up to 59,000 results. It’s a common problem ;)
And most importantly, they can harm pilot or the other people in the area.
The left news belongs to two days ago in one of the branches of TGI Friday in Manchester, UK. The operator wanted to show the poor customer that he can land the drone on her hand, but … accidents happen. He crashed the drone into woman’s face and cuts it open in restaurant.
The worst accident happened last year. The drone chopped the head off of this young man due to problems in controllability.
On this thesis we will focus on investigating alternate control modalities that can mitigate these problems.
Human Robot Interaction (HRI) is a new field of study in HCI.
most of these approaches focus on ground-based vehicles. some of them aren’t applicable to the drones, due to the fact that drones are in 3D environments and not 2D.
Quigley investigated several different interfaces for controlling drones, from an input interface where the user should enter numerical values for navigating the UAV, to utilizing a physical model of the drone as the controller. They utilized a PDA to control the drone. Their focus in their studies was to control a remote drone rather than a collocated one. Also, they used a voice control interaction approach. They used talking mechanism to a PDA in order to control a remote drone
NUI is the common word used by designers and developers of human-machine interfaces to refer to a user interface that is effectively invisible, and remains invisible as the user continuously learns increasingly complex interactions.
Limitation: Most of gesture-based recognition research use robot’s built-in camera to run some image-processing task to recognize gestures.There are some issues with these approaches: complex backgrounds, different lighting conditions and also real-time execution limitations.
. Using this kind of motion sensing devices abate the problem of gesture recognition. The researcher can rely on the data provided by Kinect and they do not need to run image-processing algorithms for recognizing gestures because the problem is already solved with Kinect.
The goal is to employ and test an end-to-end UAV system that provides an easy-to-use control interface for novice drone users.
The expectation is that by implementing gesture-based navigation, the novice user will have an enjoyable and safe experience quickly learning how to navigate a drone with ease, and also avoid losing or damaging the vehicle while they are still on the initial learning curve.
We will focus to pilot a specific kind of drone called quadcoptors. Though, the mechanisms we use are general and extendable to the other types as well. A quadcopter is an aerial vehicle propelled by four rotors. They have a fixed pitch, which makes them mechanically simpler than a typical helicopter
The drone uses an open software stack which makes it easily programmable.
motion sensing input device
it supports hand and finger motions as input, analogous to a mouse, but requiring no hand contact or touching
it captures hand motions.
deliver them to a computer
computer interprets the gestures and maps them to appropriate commands
and sends them to the drone via wifi connection
drone will execute the command
After implementing, efficiency of solution will get examined
To make sure that the pilots are maneuvering on the exact same route using each controlling approach
Using the official API the programmer has access to all features of drone including sensors data, video stream and navigation channel data.
To make sure that the pilots are maneuvering on the exact same route using each controlling approach