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