Bachelor of Science (Hons) Computing with Data Analytics - IT Assignment Help

Assignment Task -                 

Project Proposal Written 
1 Project Summary 
1.1 Background 
Each year, there are hundreds of car accidents on Irish roads. These crashes claim many lives, and  cost lot of money. Imposing strict road rules have helped to reduce the number of accident and  fatalities in the likes of collisions, side swipes and much more several type of accident. 

Accidents occur while merging or changing lanes, as well as driving off the roads that are more  difficult to prevents because they occur when vehicles depart the road due to either motorist  distraction. Lane Line detection is a critical component for self-driving cars. Therefore, as part of a  solution to prevent such crashes, I would like come up with an idea to save lives of billions of Irish by  designing a road lane warning systems, using concepts of computer vision with modules such as OpenCV library, (a system that uses Machine learning to monitor lane markings and detect when a  vehicle is drifting out of its lane of traffic in real-time) and perhaps deep learning.

When the system  detect that a vehicle is moving out of its lane, an warning system (such as an audio, visual, or other  alert) will notify the motorist of the accidental lane change so the motorist would be able to  manoeuvre the vehicle back into its initial lane.

This concept is used to describe the path for self driving cars and to avoid the risk of getting in another lane. The project will focus on the research  outcomes of how these systems predict when the driver is in danger of departing the road and  trigger an alarm to warn the driver early enough so they have time to reacts. 

1.2 Objectives 
The goals for this project are to build a machine learning model to detect lane lines. To detect the  lane, the system must detect the white markings on both sides on the lane.

The system to predict  when the driver is in danger of departing the road and trigger an alarm to warn the driver. 

While identifying white lines are the objective, if the line detection system works if time permits, I  could perhaps trail a model with no line marking etc for add features/complexity to the project. 

1.3 Prototyping and Testing 
The system would improve traffic safety significantly. It should be to detect whenever the driver is  about to get out of lane and send an alert 

1.4 Data Requirements 
I have my own data generated to achieve this objective. 

1.5 Risk Assessment 
To describe the overall process, I will have to identify risk factors that have potential to cause harm. I  will need to analyse and evaluate the risk. Misunderstanding the correct system false alert may  occur False predicting un-intended lane A short time alert penalises the driver to react and prevent  the hazards. 

2 Project Methodology 
2.1 Introduction
The number of vehicles increase and the population growth, thus crashes and fatalities are becoming regular. I will be using a lane detection system to locate the exact position of the vehicle  within the lane line. 

2.2 Project Approach 
The approach intends to supervise whether an out of lane situation occur to warn the driver so  collisions can be avoided where necessary. 

3 Project Plan 
3.1 Project Phases 
I will have a collection of activities within this project as goal oriented. Each phase should be split into sub-phrases.

3.2 Deliverables and Milestones 
This project must advance towards obtaining its end purposes. To be able to warn the driver out of  lane is a steppingstone that must be reached. And this process must produce measurable result. 

3.3 Gantt chart 
This is a timeline look of my project that helps me manage all the task. 

4 Conclusion 
This project is an intriguing topic that will boost my curiosity on this field, with the schedule I hope to  overcome the challenges ahead
 

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