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Added Project Documentation and README for Baseball Injury Risk Analysis - #284

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ben-AI-cybersec merged 4 commits into
Redback-Operations:mainfrom
Pranavmatta-007:add-project-documentation
Jun 29, 2025
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Added Project Documentation and README for Baseball Injury Risk Analysis#284
ben-AI-cybersec merged 4 commits into
Redback-Operations:mainfrom
Pranavmatta-007:add-project-documentation

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@Pranavmatta-007

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This pull request introduces comprehensive documentation for the Baseball Injury Risk Analysis project in both PDF and Markdown formats.

🔹 The PDF document serves as a detailed technical report, covering:

  • The motivation behind the project and the problem being addressed
  • Objectives and scope of the system
  • Technical breakdown of the machine learning pipeline and pose estimation logic
  • Dataset development, including video sourcing, joint angle extraction, and label assignment
  • Training methodology for the risk prediction model
  • System architecture, including script-level responsibilities and modular design
  • Key challenges encountered during development, such as dataset limitations and platform constraints
  • Proposed directions for future work and system expansion

🔹 The README.md provides a clear and accessible summary of the same information, structured for developers and contributors viewing the project on GitHub. It includes:

  • An overview of the project’s purpose and features
  • Description of the technology stack used (MediaPipe, TensorFlow, Streamlit, OpenCV)
  • High-level architecture and functional breakdown
  • Dataset and model insights
  • Key features, limitations, and potential improvements

Together, these documents ensure the project is well-documented, easy to onboard for new contributors, and informative for stakeholders seeking technical or strategic context.

Please review and let me know if any changes are needed. I’d be happy to revise based on feedback.

@Pranavmatta-007
Pranavmatta-007 requested review from a team as code owners May 24, 2025 14:47

@ben-AI-cybersec ben-AI-cybersec left a comment

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fixed now

@ben-AI-cybersec
ben-AI-cybersec merged commit 3eaf831 into Redback-Operations:main Jun 29, 2025
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2 participants