Ehicular Access System - In A Residential Environment

The current report has all major sections, but before it is submitted for examination, all Sections should be improved using the advice available at,

https://coursepress.lnu.se/subject/thesis-projects/how-to-write/#

You should also compare your report with recently completed CS degree projects at MS level and get inspired how to further improve your report. See how authors of other reports have written Abstract, Theoretical background of methods used, Evaluation, Conclusions, Future work,…

Have a look at the following methods and describe in your report those methods that you have used,
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  • Add after the content List of Figures, List of Tables, and a Glossary (describe abbreviations, and terminology)
  • Section 1.2, indicate objectives as follows, O1, O2, O3, O4; it is important that in Section 6, in Conclusions, you describe for each objective O1--O4 what you have achieved and observed.
  • Write more about theoretical / mathematical aspects of algorithms of OpenCV; see for instance, https://www.learnopencv.com/image-recognition-and-object-detection-part1/

O1. Enhance security
- how it was measured / estimated / observed?
- compared to what?
O2. Minimize time spent at the gate dialing one code or the other.
- what was the time with and without the use of the proposed system?
O3. Identify each vehicle entering the premises and match them with a resident.
- identification / classification accuracy? what may influence the accuracy?
O4. Identify every non-resident and grant access based on preset conditions by their
host
- how it was measured / estimated / observed?

Sample Solution