Computer vision is the study of analyzing images and videos to understand and interpret visual content. It involves developing techniques to achieve tasks like object detection and recognition. Computer vision has many applications including optical character recognition, face detection, 3D modeling, robotics, medical imaging, and self-driving cars. OpenCV is a popular open source library for computer vision that contains over 2500 optimized algorithms and supports languages like C++, Python, and Java.
this presentation covers the very aspects of creating the virtual environments and also gives a small tutorial on how to create AR apps to create custom synthetic environments.
Materi seminar ini menjelaskan mengenai konsep dasar computer vision dan aplikasinya di era Industri 4.0. Materi seminar ini disampaikan pada acara Seminar Tahunan IT yang diselenggarakan oleh Lab ICT Universitas Budi Luhur
this presentation covers the very aspects of creating the virtual environments and also gives a small tutorial on how to create AR apps to create custom synthetic environments.
Materi seminar ini menjelaskan mengenai konsep dasar computer vision dan aplikasinya di era Industri 4.0. Materi seminar ini disampaikan pada acara Seminar Tahunan IT yang diselenggarakan oleh Lab ICT Universitas Budi Luhur
YouTube Link: https://youtu.be/-h4TIVO01XI
** Python Certification Training: https://www.edureka.co/python **
This Edureka video on 'How To Install OpenCV On WIndows' will help you understand how you can install OpenCV on windows along with a few applications of OpenCv module in python. Following are the topics discussed:
What Is OpenCV?
Applications Of OpenCV
How To Install OpenCV?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Here is my slide on OpenCV. This slide includes major things about OpenCV such as what is OpenCV?, its appications, Functionalities, uses, pros and cons, Modules of OpenCV and Installation of OpenCV in all platforms.
For the full video of this presentation, please visit:
http://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/may-2016-embedded-vision-summit-plenary-session
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Jeff Bier, founder of the Embedded Vision Alliance, presents the "Computer Vision 2.0: Where We Are and Where We're Going" plenary session at the May 2016 Embedded Vision Summit.
Computer vision has rapidly transitioned from a research topic with few commercial applications to a mainstream technology with applications in virtually every sector of our economy. But what we are seeing today is just the beginning. In this presentation, Embedded Vision Alliance founder Jeff Bier presents an insider's view of the state of computer vision technology and applications today, and predictions on how the field will evolve in the next few years. Jeff explores the impact of game-changing technologies such as deep neural networks, ultra-low-power processors, and cloud-based vision services. He highlights new products and applications that illuminate what we can expect from visually intelligent devices in the near future.
Latest Trends in IT 2020
Industrial Intelligent Automation
Intelligent Automated Transportation Systems
Autonomous On Demand Aviation
Internet of Things
History of Internet of Things
Smart System and the Internet of things are driven by a Combination of Sesnors, Connectivity and People & Processes
SMAC
Virtual Reality - VR
History of VR
Types of Virtual Reality
Applications of VR
Big Data Analytics
BIG DATA as an Opportunity
Hadoop: Solution to BIG DATA Problems
Hadoop Ecosystem
Cloud Computing
Cloud Computing Services
Cloud Architecture
Modes of Clouds
Distributed Vs Grid Vs Cloud
Is Cloud Computing reduces E-Wastes?
5G Wireless Technology
Wireless Evolution
Technology Evolution
5G DRIVERS
Research Challenges for 5G
5G Timeline
Features of 5G Technology
Conclusion
Invited for technology trend talk in University Teknikal Melaka, I presented some of the trend and technology that can be implemented for their final year project to promote employability. Presented the following topic:
1) Industry 4.0
2) Blockchan
3) AR and VR
4) Mobile app development (emphasize on creating project in React and Flutter)
5) Web development (emphasize on doing it using Javascript technology)
6) Machine Learning
7) IOT
8) Big Data
9) Cloud computing
10) Devops
YouTube Link: https://youtu.be/-h4TIVO01XI
** Python Certification Training: https://www.edureka.co/python **
This Edureka video on 'How To Install OpenCV On WIndows' will help you understand how you can install OpenCV on windows along with a few applications of OpenCv module in python. Following are the topics discussed:
What Is OpenCV?
Applications Of OpenCV
How To Install OpenCV?
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
Here is my slide on OpenCV. This slide includes major things about OpenCV such as what is OpenCV?, its appications, Functionalities, uses, pros and cons, Modules of OpenCV and Installation of OpenCV in all platforms.
For the full video of this presentation, please visit:
http://www.embedded-vision.com/platinum-members/embedded-vision-alliance/embedded-vision-training/videos/pages/may-2016-embedded-vision-summit-plenary-session
For more information about embedded vision, please visit:
http://www.embedded-vision.com
Jeff Bier, founder of the Embedded Vision Alliance, presents the "Computer Vision 2.0: Where We Are and Where We're Going" plenary session at the May 2016 Embedded Vision Summit.
Computer vision has rapidly transitioned from a research topic with few commercial applications to a mainstream technology with applications in virtually every sector of our economy. But what we are seeing today is just the beginning. In this presentation, Embedded Vision Alliance founder Jeff Bier presents an insider's view of the state of computer vision technology and applications today, and predictions on how the field will evolve in the next few years. Jeff explores the impact of game-changing technologies such as deep neural networks, ultra-low-power processors, and cloud-based vision services. He highlights new products and applications that illuminate what we can expect from visually intelligent devices in the near future.
Latest Trends in IT 2020
Industrial Intelligent Automation
Intelligent Automated Transportation Systems
Autonomous On Demand Aviation
Internet of Things
History of Internet of Things
Smart System and the Internet of things are driven by a Combination of Sesnors, Connectivity and People & Processes
SMAC
Virtual Reality - VR
History of VR
Types of Virtual Reality
Applications of VR
Big Data Analytics
BIG DATA as an Opportunity
Hadoop: Solution to BIG DATA Problems
Hadoop Ecosystem
Cloud Computing
Cloud Computing Services
Cloud Architecture
Modes of Clouds
Distributed Vs Grid Vs Cloud
Is Cloud Computing reduces E-Wastes?
5G Wireless Technology
Wireless Evolution
Technology Evolution
5G DRIVERS
Research Challenges for 5G
5G Timeline
Features of 5G Technology
Conclusion
Invited for technology trend talk in University Teknikal Melaka, I presented some of the trend and technology that can be implemented for their final year project to promote employability. Presented the following topic:
1) Industry 4.0
2) Blockchan
3) AR and VR
4) Mobile app development (emphasize on creating project in React and Flutter)
5) Web development (emphasize on doing it using Javascript technology)
6) Machine Learning
7) IOT
8) Big Data
9) Cloud computing
10) Devops
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
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.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
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
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
7. Vision
●
Vision is the process of discovering what is present in the world and whereVision is the process of discovering what is present in the world and where
it is by looking.it is by looking.
8. Computer Vision
●
Computer Vision is the study of analysis of pictures and videos in order toComputer Vision is the study of analysis of pictures and videos in order to
achieve results similar to those as by people.achieve results similar to those as by people.
13. History
●
1966: Minsky assigns computer vision as an
undergrad summer project
●
1960’s: interpretation of synthetic worlds
●
1970’s: some progress on interpreting selected
images
●
1980’s: ANNs come and go; shift toward geometry
and increased mathematical rigor
●
1990’s: face recognition; statistical analysis in vogue
●
2000’s: broader recognition; large annotated datasets
available; video processing starts
15. Interesting applications of Computer Vision
Optical character recognition (OCR)
Digit recognition, AT&T labs
http://www.research.att.com/~yann/
Technology to convert scanned docs to text
• If you have a scanner, it probably came with OCR software
License plate readers
http://en.wikipedia.org/wiki/Automatic_number_plate_recognition
16. Interesting applications of Computer Vision
Face detection
• Many new digital cameras now
detect faces
– Canon, Sony, Fuji, …
18. Interesting applications of Computer Vision
3D Modeling from thousands of images
Image from Microsoft’s Virtual Earth
(see also: Google Earth)
19. Interesting applications of Computer Vision
LaneHawk by EvolutionRobotics
“A smart camera is flush-mounted in the checkout lane, continuously
watching for items. When an item is detected and recognized, the
cashier verifies the quantity of items that were found under the basket,
and continues to close the transaction. The item can remain under the
basket, and with LaneHawk,you are assured to get paid for it… “
Object recognition
20. Interesting applications of Computer Vision
Login without a password…
Fingerprint scanners
on many new laptops,
other devices
Face recognition systems now
beginning to appear more widely
http://www.sensiblevision.com/
21. Interesting applications of Computer Vision
Special effects
shape capture
The Matrix movies, ESC Entertainment, XYZRGB, NRC
22. Interesting applications of Computer Vision
Pirates of the Carribean, Industrial Light and Magic
Special effects
motion capture
24. Interesting applications of Computer Vision
Smart cars
Mobileye
– Vision systems currently in high-end BMW, GM, Volvo
models
– By 2010: 70% of car manufacturers.
• Video demo
25. Interesting applications of Computer Vision
Robotics
http://www.robocup.org/NASA’s Mars Spirit Rover
http://en.wikipedia.org/wiki/Spirit_rover
26. Interesting applications of Computer Vision
Medical imaging
Image guided surgery
Grimson et al., MIT
3D imaging
MRI, CT
27. Current State of the Art
You just saw examples of current systems.
– Many of these are less than 5 years old.
This is a very active research area, and rapidly changing.
– Many new applications in the next 5 years
To learn more about vision applications and companies.
– David Lowe maintains an excellent overview of vision companies
●
http://www.cs.ubc.ca/spider/lowe/vision.html
29. OpenCV
●
OpenCV (Open Source Computer Vision Library)
●
open source computer vision and machine learning software library
●
Originally developed by Intel
●
free for any kind of use BSD-licensed product
●
OpenCV is written natively in C/C++ (Fast, Portable)
●
It has C++, Python, Java and MATLAB/Octave interfaces
●
Wrappers in other languages such as C#, Perl,[14] Ch,[15] Haskell[16] and Ruby
●
Cross-platform (Desktop and Mobile)
●
more than 2500 optimized algorithms
●
more than 47 thousand people of user community
●
mainly aimed at real-time computer vision
●
OpenCV 4.0 has been released (20 Nov 2018)
30. Why OpenCV?
●
Open Source and Free to use
●
Big community
●
Huge optimized library
●
Portability
●
Fast and Real Time Processing
●
Efficiency (Memory Management)
●
Multi-Core Processing
●
Enabled with OpenCL => hardware acceleration (GPU)
●
Development Environment
31. NVIDIA Report
OpenCV is the leading open source library for computer vision,
image processing and machine learning, and now features GPU
acceleration for real-time operation.
Over 250 functions have been ported to use CUDA delivering 5x to
100x speed up.
32. State of the Art
OpenCV Applications
●
Street view image stitching
●
Automated inspection and surveillance
●
Robot and driver-less car navigation and control
●
Medical image analysis
●
Video/image search and retrieval
●
Movies - 3D structure from motion
●
Interactive art installations
OpenCV Functionality
●
Image/video I/O, processing, display (core, imgproc, highgui)
●
Object/feature detection (objdetect, features2d, nonfree)
●
Geometry-based monocular or stereo computer vision (calib3d, stitching, videostab)
●
Computational photography (photo, video, superres)
●
Machine learning & clustering (ml, flann)
●
CUDA acceleration (gpu)
33. OpenCV in Python
Installation
●
if you need only main modules
– pip install opencv-python
●
if you need both main and contrib modules
– pip install opencv-contrib-python
Usage
>>> import cv2
>>> print cv2.__version__