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1. Why Computer vision matters to you ?
There are several solid reasons why it really matters to as well as all aspect of our life. Computer Vision is a complex process, having many applications in various industries.

Computer Vision allows an accurate image or video search results on any search engine.

Facial recognition systems are used to establish the identity of people. They can be used in many industries for various purposes, which includes security, e-challan generation, self-checkout counters, etc. artificial development companies have launched products to be used at malls, offices or homes. The Police Department also uses Computer Vision Solutions in their automated traffic management systems.

Healthcare services have used computer vision to improve the diagnostic process. Images generated from MRIs, CT Scans, X-rays, etc. can be read by the machine to detect the possible anomalies.

People who are visually impaired can use computer vision assisted setups that can be used to guide them to navigate indoors safely.

Driverless cars make use of Computer Vision for object detection. Nearly all automobile companies have roped in Artificial Intelligence Development Services to help create intelligent cars that will be able to drive themselves.

Military uses this technology to collect information about enemy territory. Use of computer vision in self-guided missiles has allowed the destruction of potential threats accurately.

2. Find out the limitations and suggest some solutions.
Lack of specialists - Computer vision technology involves the use of AI and ML. To train a computer vision system powered by AI and ML, companies need to have a team of professionals with technical expertise. Without them, building a system that can analyze and process the possible surrounding details is not possible.
Need for regular monitoring - What if a computer vision system breaks down or has a technical glitch? To ensure that doesn’t happen, companies have to get a dedicated team onboard for regular monitoring and evaluation. Despite their current limitations, computer vision systems can bring companies immense opportunities to increase revenue streams, meet productivity goals, and streamline work processes. However, we have barely just scratched the surface of computer vision capabilities. The future is yet to be seen.

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1.Computer vision is on e of the most widespread technology in present era. This new type of technology can provide with opportunities that has not been seen before this technology was created. Obviously the biggest advantage that human being got frommthis technology is identification features which helps us to do our action safer and faster.
2. The limitation behind this technological breakthrough is that your identification passwords and privacy can be in danger and naturally it is about of identification analyze process since this field of technology is still should be worked upon in order to reach higher quality .

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Week 11

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Week 11

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Dashboard Tableau

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Upload your dashboard Tableau

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https://www.tesla.com/support/autopilot.

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Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world.
computer vision  is very important, in today’s world where, every industry is trying to improvise their systems, make them more streamlined, and efficient. Computer Vision essentially means to provide sight or visual capabilities to computers to help them make better decisions much faster, effectively, and reliably than humans could do on a consistent basis. Computer Vision is increasingly being adopted in various industries across the world. Computer Vision is increasingly being used for applications like Theft detection, retail industries, healthcare systems, autonomous cars, manufacturing sectors, quality assessment, etc.
limitation :
Data processing and analytic is intensive and needs large amount of resource.
potential of loss privacy.
suggestion
use visual programming.
Device management should be done correctly.

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Week7
https://youtu.be/iQ6b4ji2nXs
It is the first driverless bus in Saudi arabia

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https://www.roboticstomorrow.com/tag/autonomous-vehicles

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Autonomous Cars: Ultimate feature of next-generation vehicles
https://www.lexology.com/library/detail.aspx?g=1dc872d4-d254-4e27-93fb-720aa27620a5

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https://www.tesla.com/support/autopilot
The article I shared comes from Tesla's official website.  The Tesla Autopilot System is an advanced driving assistance system developed by Tesla. The system also has functions such as traffic sensing, cruise control, automatic parking, and automatic lane changing. However, after starting the Tesla autopilot system, the driver still has to monitor the car throughout. Tesla's autopilot system has not yet reached the level of autopilot.

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https://www.theverge.com/2021/4/12/22379853/nuro-self-driving-robot-delivery-dominos-pizza-houston
https://www.youtube.com/watch?v=JoP1lvgGLys

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https://www.afar.com/magazine/how-hotel-robots-can-improve-your-stay

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https://medium.com/yandex-self-driving-car/introducing-yandex-rover-our-autonomous-delivery-robot-5c6f03796c3f

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http://www.360doc.cn/mip/763338253.html?ivk_sa=1024320u
I want to share the floor-sweeping robot. At present, the floor-sweeping robot is constantly optimizing to achieve better cleaning effect and user experience. At the same time, it is in the wave of transformation from household appliances to "smart home". Its development has also gained a broader space. Compared with Europe and the United States, the penetration rate of sweeping robots in China is not very high. I think it is possible that the living area of Chinese families may be relatively small and require more complex algorithms and path planning.

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https://mbd.baidu.com/ma/s/fp3eOXio
https://mbd.baidu.com/ma/s/dNtbOr2a
https://m.youku.com/video/id_XNDkwMDc3MDY2MA==.html

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https://www.theverge.com/2021/4/12/22379853/nuro-self-driving-robot-delivery-dominos-pizza-houston

Domino’s Pizza started delivering pizzas via Nuro driverless cars in Houston

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Domino's Pizza will start delivering pizzas via Nuro driverless cars in Houston this week as part of a pilot program, the company announced Monday. The company says "select customers" in Houston who make a prepaid delivery order from its store in the Woodland Heights neighborhood during certain dates and times can have their pizza brought to them by a Nuro R2 robot.

Here's how the pizza deliveries will work: a customer places and pays for an order online from the Woodland Heights store and opts in to have the order brought by the R2. The customer receives a unique PIN via text alert along with updates on the vehicle's location. When the robot car arrives, the customer enters the PIN on its touch screen, which opens the R2's doors. Pizza ensues.

Nuro's R2 was the first driverless vehicle to receive regulatory approval from the US Department of Transportation last February, giving it a special exemption from federal safety requirements. Founded in 2018 by two former Google engineers, Nuro partnered with Domino's in 2019 for the pizza delivery pilot in Houston, which is finally rolling out now.

Nuro vehicles are already being used for grocery deliveries and for deliveries from CVS Pharmacy stores in Houston. Last April, Nuro said it would use its vehicles to transport medical supplies around two California stadiums that were converted into treatment facilities for patients with COVID-19.

"This program will allow us to better understand how customers respond to the deliveries, how they interact with the robot and how it affects store operations," Dennis Maloney, Domino's chief innovation officer, said in a statement. "We look forward to seeing how autonomous delivery can work along with Domino's existing delivery experts to better support the customers' needs."

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Nuro's self-driving robot will deliver Domino's pizza orders to customers in Houston

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Domino's Pizza will start delivering pizzas via Nuro driverless cars in Houston this week as part of a pilot program, the company announced Monday. The company says "select customers" in Houston who make a prepaid delivery order from its store in the Woodland Heights neighborhood during certain dates and times can have their pizza brought to them by a Nuro R2 robot.

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https://baijiahao.baidu.com/s?id=1696465746858735785&wfr=spider&for=pc

On April 8, 2021, Drip Autopilot released the world's first continuous 5-hour no-takeover video of autonomous driving. Meng Xing, COO of DIDI, invited Sebastian Thrun, founder of Google's driverless project, to join the link-up to discuss the technical highlights in this video.
During the 5-hour test, the DIDI road test vehicle performed smoothly in various aspects such as environment perception, behavior decision, motion planning and control.Sebastian Thrun gave high praise to the performance of the vehicles in the video, saying that the video He said the video showed the world's leading level of autonomous driving technology.

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Some Chinese companies such as Baidu and Chang'an,as well as some military universities are leading the research and development of self driving cars.Chang'an automobile has achieved the long distance driving record of its self driving car starting from Chongqing all the way north to Beijing.Baidu also launched its first driverless car in Beijing.The car has been tested on Beijing road and achieved success.The intelligent robots are alos be used in some hospitals in China.They can welcome the guests,guide people intelligently to line up to see the doctors.They alos have some entertainment functions.

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https://auto.hindustantimes.com/auto/news/chinese-drone-maker-dji-to-share-self-driving-car-tech-at-shanghai-auto-show-41618393077070.html

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https://www.barrons.com/articles/baidu-gets-green-light-for-commercial-self-driving-bus-service-in-china-51618390800

https://www.youtube.com/watch?v=3hFKIKU5R6U

https://www.youtube.com/watch?v=E4FNJoMdvoM

https://www.techrepublic.com/article/autonomous-vehicles-how-7-countries-are-handling-the-regulatory-landscape/

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Q.1
Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects
Q.2

The biggest limitation is people’s current obsession with deep nets and cnns. Many don’t understand that deep learning is just curve [over] fitting to giant datasets and is practically irrelevant in the quest to understand the visual world as well as human and solutions is the extend database and strengthen privacy management

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1.Computer vision is regarded as an important branch of artificial intelligence. It is equivalent to the door of artificial intelligence. In artificial intelligence, visual information is much more important than hearing and touch. 70% of the activities of the human cerebral cortex are processing visual information, and since artificial intelligence aims to allow machines to think and process things like humans, computer vision technology has played a big role.
2.Lack of experts-Computer vision technology involves the use of AI and ML. In order to train a computer vision system powered by AI and ML, the company needs a professional team with technical expertise. Without them, it is impossible to build a system that can analyze and process possible surrounding details. Regular monitoring is required-what if the computer vision system fails or technical failure? In order to ensure that this does not happen, the company must have a dedicated team for regular monitoring and evaluation
Solution: Intensify the introduction of talents in this area to ensure the treatment of such talents

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Q1
1.Traffic monitoring: Usually there is a row of cameras on the road, especially at intersections. Computers detect people and vehicles from the surveillance video in real time and are used to determine whether pedestrians and vehicles are violating traffic rules. In some cities, if someone violates a traffic rule, that person's facewill appear on a large screen.

2.Beauty and face stickers: Many camera apps have beauty effects. They can automatically detect the face in the picture and adjust the face outline, skin color to make the face more beautiful. Also, many camera apps include sticker effects that add dynamic stickers to make photos more interesting based on the position of the face's five senses.

3.Face gates: Face gates are usually placed at school entrances, building entrances, airport security entrances and other places. The general gate system will collect the picture through the camera, automatically detect the face in the picture and compare it with the database to determine whether the face is in the database, and if it exists, the gate will automatically open. Some gates need to brush the ID card, if the face information corresponds to the ID card information, the gate will automatically open.

4.Unmanned parking lot: When the vehicle enters the parking lot, the camera captures the license plate screen, identifies the license plate information, and then opens the gate. When the vehicle exits the parking lot, the system recognizes the license plate again and calculates the time the vehicle stays in the parking lot, and then billing. After the driver pays by swiping the card or scanning the code, the gate opens and the vehicle passes through.

Q2

1. Computer vision sometimes performs less well in areas where the most accurate results are needed, such as detecting the movement of vehicles, and automatically analyzing footage taken from traffic lights that is not very accurate when it is raining or when the angle of the vehicle is off.

2. Computer vision often requires large amounts of training data. There are countless objects and concepts that can be recognized, which can be subdivided to the point of no return, and it is simply impossible to build a database to satisfy everyone's recognition needs.

3. Computer vision does not protect personal privacy.

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Q1: In China, many hospitals and large shopping malls are now installing face recognition systems to determine and record the trajectory of each person to facilitate the prevention and control of covid-19.
Q2: The limitation is that it cannot completely replace human thinking and recognition. Solution: Computer is learning. Computer vision keeps making its behavior more similar to human beings, and it keeps improving.(The real photos of some websites identify the objects in them and click to verify, and the computer will pass this verification to obtain people's cognition of things, learn people's cognition of things, and improve it.)

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Computer vision is the field of artificial intelligence that trains computer to interpret and understand the visual world.
why computer vision matter to You?

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1. Computer vision‘s role in facial recognition applications is important to me, it enables electronic equipment to match images of people’s faces to their identities. Like social media apps use facial recognition to detect and tag users. Law enforcement agencies rely on facial recognition technology to identify criminals in video feeds.

2. Limitation: computer vision need to see many examples before they can develop the necessary foundations to recognize every object, it can make mistakes when not trained properly. Besides, computer vision can not understand the context of images and the relation between the objects they see.

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1.This is our modern world and we can not change it. We just have to use to this. And I  think is still developing and also in my country will be the same as in Chine and Korea ( with a lot of cameras, that will be check not only cars rules but also people). As we know that the main purpose of computer vision is to be able to model the properties of human vision, namely to recognize images in the image and obtain the necessary information from it.
The problem is privacy. Because not only goverment will find us. For examples, i know some apps where you can appload picture of the persone that you are looking for and it will show the amount of users and their contacts from the internet who is similar the apploaded picture.

2.Computer vision can sometimes not be detected very accurately. It can't tell the difference between some people who look alike. And that's why I think that computer vision should improve facial recognition and make mistakes. Also, recognizing people in the video would also be a good improvement, but I think it's all time and it will all be as soon as possible in our future because our world is evolving very fast.

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1. Why Computer Vision matters to you?

Computer vision is one of the most extraordinary gifts coming out of the artificial intelligence world. With computer vision, many companies have attempted to see the world through computers’ eyes and made great strides in solving complex business problems such as identifying product defects in real-time, verifying customers’ identification or automating insurance claims process. Overlooking such real-life applications of computer vision could represent missed opportunities to unlock growth, productivity and cost-savings for businesses.

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Week 6
Question 1.
Computer vision is a field of artificial intelligence that trains computers to interpret and understand the visual world.
Pros of computer vision:
1. Impoved online merchandising
2. Unique customer experiences
3. Real-world product.
Question 2.
Of course there can be seen some cons of computer vision:
It is privacy. Privacy in most cases the number one issue of technology. Because in computer vision, there are thousands of thousand photos and videos and information, so user can not know where these data are stored. So it can be in issue. In regarding solution, while user give private information less as possibly, there is need of some efford for privace of computer vision process.

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1.In my daily life, I think the most typical computer vision is facial recognition in the bank. If someone breaks through the first line of defense and knows my bank password, but then must perform face recognition again, this will provide an effective guarantee for my money security.
2.Computer vision has been replaced by other technologies in areas that require the most accurate results. I think it is necessary to improve the accuracy of video analysis.For example, by improving the accuracy of high-resolution video, a clear analysis of accidents occurred in the video.

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Q1-Computer vision is a field of AI that trains computers to interpret and understand the visual world. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects — and then react to what they “see.”Today, a number of factors have converged to bring about a renaissance in computer vision: Mobile technology with built-in cameras has saturated the world with photos and videos. In identifying your personal information, we need to scan our face by using Face ID
, we need to follow the steps, open mouth or turn your face. Then the bank or some apps can identify authentication. So it’s  really necessary in security of our personnel  information.
Q2.
At present , Deep neural network （ The core of computer vision system ） Very good at pixel level pattern matching . They are particularly effective in image classification and object location . however , When it comes to understanding the context of visual data and describing the relationships between different objects , They often fail .
Computer vision algorithm has limitations , And new assessment methods are needed . For all that , At present, the application of computer vision shows that , A lot of work can be done just by pattern matching .

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1. why computer vision matters?
Because computer vision is a subset of AI that can train computer how to  recognize  in visual.Now already using  in face recognition , car recognition and some medical filed. That not only more convince but also more safty

2.limitation and suggestion
limitation:
1.Privacy and government  supervision
2.Now only can use in some simple conditions, when environment  get more complicated computer vision will invalid. computer vision don't have strong reasoning  ability

suggestion: extend  database and strengthen privacy management

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1. Why Computer Vision matters?
A：For example, it can help people complete certification with relatively safely and quickly.
In the application of 3D imaging, B ultrasound, X-ray images and the application of driverless cars that's all reflecting the importance of computer vision.
2. Find out the limitations and suggest some solutions.
A: Such as simple geometry recognition, face recognition, print or handwritten document recognition or vehicle recognition. And these recognition needs to be in a specific environment, with specified lighting, background and target posture requirements.
The identification cannot be very accurate, when it comes to people who look similar it can not to distinguish.

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1.It good to have computer vision system. It can improve the security system and have a great chance to reduce some criminal happen. Example in casino, they will detect the blacklisted if they go into the casino.
2.There are too many difference changes in the world everyday, the collection of data might not updated enough fast than the data changed. Suggestion for that is need to work very well with big data company.

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Week 6                                        1. Why Computer Vision matters?                                               Computer vision is important for safety, security and access. We know that there are a lot of CCTV cameras in banks. They  can detect all people who go into the bank. And there are also numerous CCTV cameras in the public such as airports, train stations ,parks, hospitals ,schools, stores and so on. In a way it is good for security. The CCTV cameras used on the road can be helpful for the drivers' safety. When we use some Apps we use computer vision to access or to get a account. It provides convenience to us.                                  2. Find out the limitations and suggest some solutions.      

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Week 6                                        1. Why Computer Vision matters?                                               Computer vision is important for safety, security and access. We know that there are a lot of CCTV cameras in banks. They  can detect all people who go into the bank. And there are also numerous CCTV cameras in the public such as airports, train stations ,parks, hospitals ,schools, stores and so on. In a way it is good for security. The CCTV cameras used on the road can be helpful for the drivers' safety. When we use some Apps we use computer vision to access or to get a account. It provides convenience to us.                                  2. Find out the limitations and suggest some solutions.      

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The computer vision can not detect very precisely sometimes. It can't distinguish some people who seem similar such as twines. It can get some information and data from people that it detected. It can gather our data. To some extent it's not safe for people because our data may be stolen by some institutions or someone. The government and some institutions should carry out some policies to protect data of people from stealing.

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1. Why Computer Vision matters to you?
2. Find out the limitations and suggest some solutions.

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Week 4

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Week 4

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2020 Autonomous Vehicle Technology Report

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2020 Autonomous Vehicle Technology Report

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2020 Autonomous Vehicle Technology Report (wevolver.com)

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Please upload your screen image after you finished getting the output from RapidMiner

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Hyundai unveils new ‘Ultimate’ autonomous vehicle concept

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Hyundai unveils new ‘Ultimate’ autonomous vehicle concept

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Hyundai unveils new ‘Ultimate’ autonomous vehicle concept (roboticsandautomationnews.com)

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Dear professor
any question please let me know,

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Q2： Summaries the last video by uploading your voice record. 

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Q2： Summaries the last video by uploading your voice record. 

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Q2. Summaries the last video by uploading your voice record. 

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Q2. Summaries the last video by uploading your voice record. 

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we are live in the modern era of science.we can not think our daily life without ai.one of the example of Ai app is mob pay. Mob pay (mobile pay) is a online halal food selling Ai apps in South Korea.we know that to get halal food in Korea is little bit difficult .We can order our halal food by using our Mobile phone. By using this app it is easy to get your daily necessary products. 

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we are live in the modern era of science.we can not think our daily life without ai.one of the example of Ai app is mob pay. Mob pay (mobile pay) is a online halal food selling Ai apps in South Korea.we know that to get halal food in Korea is little bit difficult .We can order our halal food by using our Mobile phone. By using this app it is easy to get your daily necessary products. 

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AI customer service: gmoney trans
In the present situation we can not imagine without Artificial intelligence. It makes easier to live in the world.I would like to describe about one app which is i am using and getting help .This is the app which is developed by bangladeshi web developer. It’s giving us the opportunity to transfer money from the smartphone  which is bank transfer , bkash transfer even though we can recharge money in our phone. Its saving our time we don’t need to go bank or anywhere . We can do global transfer, domestic transactions and so on.

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Question 1
Smart plate- it is type of AI product that manufactured for analyzing nutrition process of kindergarten toddlers since at this age children might not control their diet and depending on location it can adjust to the weather and certain location vitamin requirements, so basically it smart plate helps supervisor at kindergarten to look after kindergarten attenders.

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Week 2
Q1: nowadays it is impossible to imagine our living without Artificial Intellegence. One example of AI is using sensors in smart house garages, which is installed the voice (signal) of car. The feature of this technique is that this sensor is only opened for owner's car

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Question 1
Hound

It is one of the best Artificial Intelligence App for Android to assist you with voice command. Just like google voice search, Hound responds to ‘Ok Hound’ and performs any given command.
This voice assistance application combines speech recognition and language understanding into a single action. From weather forecasts, finding nearest restaurants, booking cabs, to perform calculations, Hound does it all for you.

Feature

Speech-to-text technology

Accurate and quick assistance

Integrated Expedia support for hotel booking

Search, discover and play music

You can call, text and even navigate in hands-free mode.

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AI application in the gaming industry is mainly used in two areas: Saving the budget on the game design and upgrade the in-game experience.
AI for saving labor cost

Gaming companies are urged to save their labor-costs in game design as the human game artists and developers are both demanded and expensive.  Artificial intelligence create content faster and cheaper. AI is capable of handling visual and audio data in and learning patterns from vast volumes of data.

Content generation for characters

Creating maps, levels
AI invents new games
Enhancing Gaming Experience with AI
1.      Develop a smart and human-like NPCs to better interact with gamers;

2.      Predict human players’ behaviors that lead to improved game testing and game design;

3.      Classify their behaviors to enable the personalization of the game;

4.      Discovery frequent patterns or sequences of actions to determine how a player behaves in a game.

BLIZZARD ENTERTAINMENT

How it's using AI in games: Blizzard Entertainment is a leading game development company whose popular titles include World of Warcraft, StarCraft and Diablo.

The company’s games are strategy games with single- and multi-player modes. Due to its real-time strategy function, the game is of a particular interest to researchers for testing and analyzing artificial intelligence.

References:

https://medium.com/aifrontiers/an-overview-of-artificial-intelligence-for-video-games-f491229c0e7d

https://builtin.com/artificial-intelligence/ai-games

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AI application in banking and finance system.
An interactive platform that serves customers to make payments , receive and process various information. Based on payment history of companies it can rate credit worthiness or likeliy financial outcome of companies.

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1.Choose one AI applications and describe

The application of AI to the monitoring and treatment of patients in the medicine area. In the ICU is advancing rapidly from future possibility to reality. With the development of computer science, microprocessor power and storage capacity, have made possible the development of powerful machine learning algorithms. There are many ill patients use this way in monitoring and caring for critically. These ways use AI algorithms include work on the early diagnosis of sepsis and acute respiratory distress syndrome (ARDS) , algorithms to guide fluid and pressor resuscitation, image analysis, alarm monitoring.

2. Summaries the last video, voice record.

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During the epidemic, health codes have become a necessity in everyone's daily life. Based on the different colors of health codes, healthy people and risk groups can be accurately identified, so as to take timely measures to achieve real-time surveillance of the epidemic situation and safe return to work. There are three types ： red code, yellow code and green code.

The scope of the red code includes: confirmed patients and suspected patients.The yellow code covers a wider range, including non-close contacts of all diagnosed personnel, as well as people registered in fever clinics, people with symptoms such as fever and fatigue and coughing, and health workers who have arrived in the province for less than 14 days from other provinces.The green code means that currently asymptomatic and healthy people can move freely and participate in the resumption of work and production.

Health codes are dynamic, not static. Through someone's itinerary tracking, if you have ever eaten at the same restaurant and at the same time as him, you are likely to be informed that your health code status is about to change.

Such dynamic updates are supported by big data.
First of all, when we use the health code, it really keeps collecting our personal information, such as the public transportation information，the consumption information that we display through mobile payment. We use Wechat and Alipay, including navigation, which usually require us to turn on GPS, to collect a lot of information about the location of the base stations connected to each phone when doing personnel flow statistics.

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This is an AI application developed by China in response to covid-19 (eg: wanshotong)
You only need to enter your face, ID card, residential address and other personal information in the app. When you arrive at hospitals, shopping malls, stations and other places, the government can scan your facial information to learn where you have been. When the government finds an outbreak in a place you have been to, it can contact you in time to prevent and control the epidemic.

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(Week 2 )1. Nowadays, Artificial Intelligence has different applications. AI is using in multiple industries such as finance, education, gaming, travel and etc. For example, in social media such as Instagram, Facebook, TikTok. There are a lot of various users’ profiles which have to be stored and managed. In this case, Artificial Intelligence is responsible for analyzing and manage huge amount of data. Such as trends, hashtag, requirements and interest of every user. In addition, some social media provide chatbots for which is also responsible AI. 

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(Week 2 )1. Nowadays, Artificial Intelligence has different applications. AI is using in multiple industries such as finance, education, gaming, travel and etc. For example, in social media such as Instagram, Facebook, TikTok. There are a lot of various users’ profiles which have to be stored and managed. In this case, Artificial Intelligence is responsible for analyzing and manage huge amount of data. Such as trends, hashtag, requirements and interest of every user. In addition, some social media provide chatbots for which is also responsible AI. 

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Q1：AI virtual assistant         We often say that there are two main types of virtual assistants: chat robots (or text-based interactions), voice user interfaces (voice activated assistants). Generally speaking, they provide services and support for customers, and they can also be used as The manager of the smart home.Take the voice-activated assistant as an example. By using it, you can search for information such as time and weather; skills training such as communicating with AI to learn new languages; task processing such as setting alarms, sending messages, and so on. The most important point of it is to help customers get rid of keyboards and screens to achieve barrier-free communication needs.

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Q1：AI virtual assistant         We often say that there are two main types of virtual assistants: chat robots (or text-based interactions), voice user interfaces (voice activated assistants). Generally speaking, they provide services and support for customers, and they can also be used as The manager of the smart home.Take the voice-activated assistant as an example. By using it, you can search for information such as time and weather; skills training such as communicating with AI to learn new languages; task processing such as setting alarms, sending messages, and so on. The most important point of it is to help customers get rid of keyboards and screens to achieve barrier-free communication needs.

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Q1：AI application-AI face recognition: Face recognition is a branch of artificial intelligence which develops most rapidly and has been applied in many fields,like unlock the phone,witch allow user to log on their mobile phones by looking at the screen.And face detection,face tracking,etc.Principal Component Analysis(PCA)is a common method in face recognition.

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Q1：AI application-AI face recognition: Face recognition is a branch of artificial intelligence which develops most rapidly and has been applied in many fields,like unlock the phone,witch allow user to log on their mobile phones by looking at the screen.And face detection,face tracking,etc.Principal Component Analysis(PCA)is a common method in face recognition.

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Q1. Choose one AI application and briefly describe. 

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Q1. Choose one AI application and briefly describe. 

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I want to talk about speech recognition technology.
With the help of voice recognition techonology and big data in cloud, user can automatically identify which songs or artist's version of a few sentences or words they hear without having to listen to, record and aearch for lyrics. Then the user will find the songs that they heard. Even fast songs , or the singer's unclear words or even foreign languages can be highly accurate recognition.

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Question 1
-Product: AI combi oven
-Function:
1)Connected to smartphone and computer by internet.
2)Can share information of difference recipe from phone to oven or from oven to phone.
3)Can read the recipe and set oven to the right function, temperature and timing.
4)Can search recipe by only using oven.

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Artificial Intelligence Technology, How a Combi-Oven works #11

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1. Choose one AI application and briefly describe. 

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1. Choose one AI application and briefly describe. 

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Facial recognition technology is a use of analysis and comparison of computer technology to identify people's faces. Face recognition technology belongs to the biometric recognition technology. It use the biological characteristics of organism itself to distinguish the individuals. This technology is base on the human face features, on the input face image or videos stream. First judge whether there is a face. If there is a face it will further give each face location and size, and the location of the main facial organs information. Then it will extract the identity features contained in each face and compare it with the known face according to those information. This  technology can also be used in the train stations, airports ,and subway stations  or be used for  some control monitors. Some important exams will use this technology. When we register or login some APPs it can be used.

2. Summaries the last video by uploading your voice record.