QUESTION 14 When using current advanced techniques of machine learning and artificial intelligence, a programmer who wants to train a computer to perform facial recognition, must first figure out th algorithm that people (or their brains) follow in order to perform that task O True O False
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- Many of the computational models of cognitive activities that have been proposed involve quite complex mathematical operations, such as convolving an image with a Gaussian or finding a minimum of the entropy function. Most humans (and certainly all animals) never learn this kind of mathematics at all, almost no one learns it before college, and almost no one can compute the convolution of a function with a Gaussian in their head. What sense does it make to say that the “vision system” is doing this kind of mathematics, whereas the actual person has no idea how to do it?Human vision is similar to computer vision, with the exception that people have a head start. Human vision benefits from lifetimes of context to teach it how to discern things apart, how far away they are, if they are moving, and whether anything is incorrect with a picture.Computer vision teaches computers to do similar tasks, but using cameras, data, and algorithms rather than retinas, optic nerves, and a visual brain, it must do it in a fraction of the time. Because a system trained to check goods or monitor a production asset can evaluate hundreds of products or processes per minute, detecting flaws or problems that are undetectable to humans, it may rapidly outperform humans. Describe How does Computer vision workPlease do not give solution in image formate thanku Is Turing correct by claiming computers have minds if they can pass the Turing test? What does Searle's Chinese Room Experiment prove? Do computers have minds? Suppose that just as computers are created by humans in this physical world, humans too were created by a superior intellect and perhaps immaterial entity, or being from the spiritual world or non-physical world. Suppose humans were imagined into existence by some absolute mind/soul and so our lives are lived out in accordance with Berkeley's Idealism within the mind of this being. Supposing that such superior beings and intellects exist, would they think humans do not have minds just like humans do not think computers have minds? Could human beings have been created with minds no better than, or in fact inferior to, minds of computers that merely adhere to what is programmed into them? What makes the human mind any different, better, or worse than a computer?
- The following question are intended as a guide to the ethical/social/legal issues associated with the field of computing. The goal is not merely to answer these question. You should also consider why you answered as you did and whether your justifications are consistent from one question to the next. In the context of interactive television, to what extent should a company be allowed to retrieve information from children (perhaps via an interactive game format)? For example, should a company be allowed to obtain a child's report on his or her parents' buying patterns? What about information about the child?Construct a Turing machine that takes strings over the alphabet {a,b} on the tape, and moves the whole string over to the right one cell position. When you're done, the tape should essentially look the same (since it's infinite on both ends…) but you will know (and people who look at your code will know) that in fact you moved the string over by one space to the right. After moving the string over, the turing machine should move to the left-most cell in the string and than go to the HALT state.Do you believe that this method may be successful in explaining computer science?After that, it is only natural that we would investigate each and every component that goes into the creation of a computer.
- Do you believe that this method may be successful in explaining computer science? After that, it is only natural that we would investigate each and every component that goes into the creation of a computer.In this section, you will find four distinct machine learning algorithms that may be utilized for supervised learning on a dataset that has been supplied to you. Provide an explanation of any four factors you would use to assist in determining which one you would use to do the job of determining if a tumor is malignant or not??If the English Philosopher Thomas Hobbes could be called 'grandfather' of artificial intelligence, then who could be called its father?
- Is it true to state that algorithms and data structures no longer serve a purpose in today's world, which is dominated by machine learning?Could you lend me your expertise with this question? I'm having difficulty grasping how to approach it, particularly in creating a Turing machine. Would you mind demonstrating the process with a state diagram? I find that visual aids greatly enhance my understanding, especially as a visual learner. Question that I need help with: Create the Turing machinethat will compute the quotient and theremainder of two binary numbersInput data format: [first binary numberA]/[second binary number B]Output data format: [the quotient of A byB]#[remainder of A by B]Note: You can assume that both A and B arepositive. Distinguish when the quotient iszero or nonzero.Use descriptive labels for the states. Explainin detail how your machine works.Create a search algorithm (I recommend a genetic algorithm) that acts as a finder of a five character String. This is inspired by Wordle, but does not act exactly like it. Instead of the human guessing the word with five guesses, the human will enter a five character string and the computer will attempt to guess it and will get five iterations to try to guess it. The only feedback given at each "guess" will be a fitness function which has access to the human entered String. The fitness function (which you will need to write) will return a percentage correct. This function will compare the two five character strings. If the "guess" string has a character that exists in the user entered string- it will be awarded 10%, if the character is in the correct index, it will be awarded an additional 10%.