User Account

All Pages

Report on neural network-based techniques

Assignment Help Other Subject
Reference no: EM133173497

CN7023 Artificial Intelligence and Machine Vision - University of East London

Assignment - AI and Machine Vision coursework

Task 1: Data Science Skills
Complete four MATLAB Online Courses to learn Data Science skills. Earn a certificate for each course, acquire four certificates to complete this part of the assessment. When completed, upload each certificate to Turnitin.

• Course 1: MATLAB Onramp - Get started quickly with the basics of MATLAB.
• Course 2: Machine Learning Onramp - Learn the basics of practical machine learning methods for classification problems.
• Course 3: Deep Learning Onramp - Get started quickly using deep learning methods to perform image recognition.
• Course 4: Image Processing Onramp - Learn the basics of practical image processing techniques in MATLAB.

Task 2: Design, implement and report on neural network-based techniques for classification of a dataset of images.

Write a 3000 words research report, in the style of a research paper, including the following:
• The research question(s) you are exploring and the experiments you designed to address these question(s).
• A clear presentation of the methods (neural network implementation, network architectures, training regime, etc.) that were used, an outline of how they were implemented, and a discussion of why these methods were chosen.
• A clear presentation of results, discussion and interpretation of results and conclusions.
• Please follow the marking scheme to ensure your report includes all required sections.

You can choose to complete the coursework using any one of the following approaches:
1. Mixture of image processing with artificial neural networks (with Matlab or Python)
2. Deep learning only (with Matlab or Python)

Attachment:- Artificial Intelligence.rar

Reference no: EM133173497

Questions Cloud

Social media tools in recruitment process : What are some of the advantages and disadvantages of using social media tools in the recruitment process?
How spoliation can be prevented in electronic health record : Explain how spoliation can be prevented in an electronic health record.
What are the main themes of the fifth discipline : What are the main themes of The Fifth Discipline? Describe how each of these disciplines is important to establishing a learning organization.
Find the economic order quantity : The cost of placing an order is P60 and the carrying cost is P30 per unit per year. The estimated annual demand is 10,000 units. Find economic order quantity
Report on neural network-based techniques : AI and Machine Vision - Design, implement and report on neural network-based techniques for classification of a dataset of images
Explain the theories of adult learning principles : Explain the theories of adult learning principles. Compare the differences between child/adolescent and adult learning models (pedagogy and andragogy).
Assemble course on managing employee performance : Applying design theory, explain how you would assemble a course on managing employee performance.
Discuss the challenges that local businesses face : Discuss the challenges that local businesses (SMEs) face with respect to foreign businesses. Explain the impact that globalization has had
Analyze risks associated with capital projects : Evaluate alternative capital projects. Analyze risks associated with capital projects. Describe the benefits and risks of debt financing.

Reviews

Write a Review

Other Subject Questions & Answers

  Create a literature review incorporating each of references

Create a literature review, incorporating each of your references (minimum of five), tying them to each other and to the thesis of your project in a single narrative. You should cite each source in the body of your literature review and in a refe..

  Discuss how the aspects of differentiation and positioning

Create a slogan for the business, less than 20 words, which captures the essence of the brand. Explain your rationale for the slogan. Then show how it should be incorporated within your brand image development and integrated marketing communicatio..

  What is the role of a public spokesperson explain

What is the role of a public spokesperson? Explain. What strategies must be implemented at local level to enhance communication and eliminate corresponding equipment problems that may arise during a crisis situation? Explain.

  Discuss the benefits of the program or project

In this assignment, you will select a program, quality improvement initiative, or other project from your place of employment. Assume you are presenting.

  What is the central distinction between the two

Sensation and perception are closely linked. What is the central distinction between the two?

  What the author calls rightful policing

Which do yo think is the best way to measure our law enforcement system in the US? Explain in detail.Answer each part of the Discussion Question thoroughly and substantively, citing sources for any assertions. This is not a blog post or an opini..

  Applying the relevant standards to the relevant facts

Applying the relevant standards to the relevant facts, what are your findings. Were any standards not met by the commanders and the one company's first sergeant

  Describe research-based reinforcement strategies

Describe a situation (real or fabricated) in which a classroom teacher wants to reinforce a target behavior. Describe 3 research-based reinforcement strategies.

  What general direction is the pacific plate currently moving

What general direction is the Pacific Plate currently moving? Has the Pacific plate sped up or slowed down

  Describe the four elements of social bonding theory

Travis Hirshi's social bonding theory is a form of social control. While other criminological theories attempt to explain why crime occurs, social bonding.

  Generate criteria to be measured using the research design

Group programs are common in social work. Just as with other types of programs, social workers must understand the options available to them and know how.

  Topic of social constructionism theory

Specific aspect of the problem to focus on. In class you will create your thesis statement to use when doing your research and writing your paper - You must tie your paper into the theoretical base and ensure your topic fits in with those of your p..

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

Submit Assignment

Academics

Major Subjects

Majors

Get In Touch

whatsapp: +1-415-670-9521

Phone: +1-415-670-9521

Email: [email protected]

TERMS & POLICIES

HELP & SUPPORT

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd