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ShinkuKira21
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Autonomous-Vehicles-Motorcycle-Safety
Research project on dangers and safety of AVs with motorcycles. Addresses research gap by examining object classification methods, identifying potential solutions or issues.
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Dissertation/research
#46
ShinkuKira21
closed
1 year ago
0
Research Paper completed and submitted. Dissertation Research Commenced
#45
ShinkuKira21
closed
1 year ago
0
Dataprep/update
#44
ShinkuKira21
closed
1 year ago
0
Modified to be developer friendly and to work with the YOLO model
#43
ShinkuKira21
closed
1 year ago
0
Addition of Poster for 6TH IEEE International Conference iCCECE Event
#42
ShinkuKira21
closed
1 year ago
0
Updated tests and preparation. Ready for training.
#41
ShinkuKira21
closed
1 year ago
0
Model/creation
#39
ShinkuKira21
closed
1 year ago
0
As a developer, I want to implement the conversion process, so that YOLO and Faster R-CNN models are supported.
#38
ShinkuKira21
closed
1 year ago
0
As a tester, I require a test environment to cover conversion, so that YOLO or Faster R-CNN Object Classification Models can be used.
#37
ShinkuKira21
closed
1 year ago
1
Update branch with Master
#36
ShinkuKira21
closed
1 year ago
0
Updated tests:-
#35
ShinkuKira21
closed
1 year ago
0
As a tester, I require tests for the YOLO Preparation, so that we can start training the model.
#34
ShinkuKira21
closed
1 year ago
0
Data Preparation Finalised
#33
ShinkuKira21
closed
1 year ago
0
CSV Labels are not named but ID'd
#32
ShinkuKira21
closed
1 year ago
1
Update Dataset Branch
#31
ShinkuKira21
closed
1 year ago
0
Dataprep/dataset
#30
ShinkuKira21
closed
1 year ago
0
Addition of Documentation
#29
ShinkuKira21
closed
1 year ago
0
As a researcher, I want the research documentation setup, so that we can document our research and findings.
#28
ShinkuKira21
closed
1 year ago
1
As a tester, I want a test environment, so that the iterations are tested and executed effectively.
#27
ShinkuKira21
closed
1 year ago
1
As a team member, I want to evaluate the overall success of the project, so that we can understand how well we achieved our goals and objectives.
#26
ShinkuKira21
closed
1 year ago
0
As a team member, I want to reflect on the lessons we learned during the project, so that we can identify areas for improvement and apply them to future projects.
#25
ShinkuKira21
closed
1 year ago
0
As a team member, I want to discuss any unexpected findings or outcomes from the project, so that we can understand their implications and incorporate them into future projects.
#24
ShinkuKira21
closed
1 year ago
0
As a team member, I want to reflect on the hypotheses we developed at the start of the project, so that we can evaluate which ones were proven true and which were proven false.
#23
ShinkuKira21
closed
1 year ago
0
As a ML/Software engineer, I want to evaluate and test the neural network model to ensure that it is accurate and reliable, so that we can use it to make informed decisions about autonomous vehicles.
#22
ShinkuKira21
closed
1 year ago
0
As a team member, I want to review and edit the documentation and reports to ensure that they are accurate, consistent, and meet our quality standards.
#21
ShinkuKira21
closed
1 year ago
0
As a team member, I want to monitor the progress of the model development and provide feedback to the data scientist, so that we can ensure that the model is meeting our requirements.
#20
ShinkuKira21
closed
1 year ago
0
As a team member, I want to document the research finding, so that we can communicate our work to stakeholders and other interested parties.
#19
ShinkuKira21
closed
1 year ago
0
As a team member, I want to review the results of the model evaluation and testing, and provide feedback to the ML/Software Engineer, so that we can refine the model and improve its performance.
#18
ShinkuKira21
closed
1 year ago
0
As a ML/Software Engineer, I want to develop and train Neural Network models using the collected data, so that we can accurately predict the behaviour of AVs in various scenarios.
#17
ShinkuKira21
closed
1 year ago
1
As a team member, I want to review and discuss the findings with the team and project manager, so that we can develop a plan to tackle this development iteration.
#16
ShinkuKira21
closed
1 year ago
1
As a researcher, I want to gather and analyse data on the potential dangers of AVs, so that we can better understand the risks and develop strategies to mitigate them,
#15
ShinkuKira21
closed
1 year ago
1
As a developer, I want to transform the data into a suitable format for analysis, so that I can use it in statistical and machine learning models.
#14
ShinkuKira21
closed
1 year ago
0
As a developer, I want to explore and visualize the data, so that I can gain insights and identify patterns.
#13
ShinkuKira21
closed
1 year ago
1
As a developer, I want to clean and preprocess the data, so that the process can remove any inconsistencies or irrelevant information.
#12
ShinkuKira21
closed
1 year ago
0
As a developer, I want to review and select appropriate data sets, so that I can ensure the data is relevant to the project's requirements.
#11
ShinkuKira21
closed
1 year ago
0
As a developer, I want to document my data collection and preparation methods, so that I can ensure reproducibility and transparency of my work.
#10
ShinkuKira21
closed
1 year ago
0
As a developer, I want to identify relevant data sources, so that collection of the project can commence.
#9
ShinkuKira21
closed
1 year ago
1
As a researcher, I want to fill out a Ethics Form, so that the Superviser/Project Manager can sign it.
#8
ShinkuKira21
closed
1 year ago
0
As a researcher, I want to showcase the proposal, so that the Superviser/Project Manager can understand the project.
#7
ShinkuKira21
closed
1 year ago
0
As a researcher, I want to have hypothesis statements, so it supports the research question.
#6
ShinkuKira21
closed
1 year ago
1
As a researcher, I want some understand some of the datasets required, so the research supports the hypotheses.
#5
ShinkuKira21
closed
1 year ago
1
As a researcher, I want to find relevant development methodologies, so that the teams can work together with this project.
#4
ShinkuKira21
closed
1 year ago
1
As a researcher, I want to understand the problems of AVs and Motorcycles, so that the problem can be analysed.
#3
ShinkuKira21
closed
1 year ago
1
As a researcher, I want a research question to drive the project, so that it drives the project development.
#2
ShinkuKira21
closed
1 year ago
1
As a researcher, I want further research on AV interactions, so that it paints a clearer picture.
#1
ShinkuKira21
closed
1 year ago
1