Assignment Title: AI & Machine Vision coursework
Group Coursework: In groups of 4 persons, design, implement and report on neural network-based techniques for classification of a dataset of images.
Write a 3500 words research report, in the style of a research paper, including the following:
1. The research question(s) you are exploring and the experiments you designed to address these question(s).
2. A clear presentation of the methods (neural network implementation, network architectures, learning schedules, etc.) that were used, an outline of how they were implemented, and a discussion of why these methods were chosen.
3. A clear presentation of results, discussion and interpretation of results and conclusions.
4. Please follow the marking scheme to ensure your report includes all required sections.
NOTE: 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)
Report Format:
1. Title
2. Abstract - Maximum number of words: 120 words.
3. Introduction - Objective of the coursework (Research questions(s) you are exploring), An overview of the coursework.
4. Methodology - Discussion of neural network classification for images.
5. Simulations - Introduction of the dataset, Input encoding / input representation (How and why?), Procedures or how the implementation was carried out.
6. Results Obtained - Results obtained from the simulations of learning with the appropriate screen dumps.
7. Critical Analysis of results - Detailed analysis of the results.
8. Conclusions - Conclusions and comments.
9. References and Formatting.
10. Presentation.
Note: MAIN REPORT - 3500 WORDS and INDIVIDUAL 4 REPORTS - 300 WORDS EACH.
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