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@Josh123-Joseph Josh123-Joseph commented Aug 2, 2025

Summary by CodeRabbit

  • Documentation
    • Completely overhauled the README with a detailed project overview, updated team information, expanded feature descriptions, technical details, installation and usage instructions, annotated screenshots, a workflow diagram, and demo links. Team roles and contributions are now clearly outlined.

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coderabbitai bot commented Aug 2, 2025

Walkthrough

The README.md file was thoroughly rewritten to provide a comprehensive overview of the "Face it" project. Updates include a detailed project description, technical and hardware requirements, installation and usage instructions, annotated screenshots, a workflow diagram, demo links, and explicit team contributions. No code or exported entities were changed.

Changes

Cohort / File(s) Change Summary
README Overhaul
README.md
The README was extensively revised: project name and description updated, team details and roles specified, technical stack and hardware requirements listed, installation and run instructions added, detailed annotated screenshots and captions provided, a workflow diagram included, demo and deployment links added, and team contributions clarified. The documentation now offers a full, structured project report. No code or API changes were made.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~7 minutes

Poem

A README reborn, with screenshots and flair,
"Face it" now shines with details to share.
Nose guides the mouse, a blink snaps the screen,
Two teammates together—what a coding machine!
With diagrams and demos, instructions so neat,
This rabbit applauds—documentation complete! 🐰✨

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Actionable comments posted: 0

🧹 Nitpick comments (7)
README.md (7)

27-30: Consolidate duplicate / mixed-capitalisation bullet items

The software list repeats “MediaPipe” and mixes several libraries in a single bullet (openCV,pyautogui,mediapipe). This hurts readability and makes package requirements unclear.
Consider splitting each dependency into its own, consistently-capitalised bullet:

- - Python
- - MediaPipe  
- - openCV,pyautogui,mediapipe
- - Visual Studio Code , Webcam
+ - Python (3.9+)
+ - MediaPipe
+ - OpenCV
+ - PyAutoGUI
+ - Visual Studio Code
+ - Webcam

37-44: Fix heading hierarchy and use fenced code blocks for commands

# Installation and # Run jump two heading levels down from ### Implementation, triggering MD001.
They should be #### (or keep everything at ###) and the shell commands should be fenced for copy-paste safety.

-# Installation
-pip install opencv-python mediapipe pyautogui
-
-# Run
-python NoseControlledMouse.py
+#### Installation
+```bash
+pip install opencv-python mediapipe pyautogui
+```
+
+#### Run
+```bash
+python NoseControlledMouse.py
+```

49-72: Screenshots section is hard to scan – switch to numbered sub-sections

The long paragraph-style explanations after each <img> tag are dense. Using sub-headings or ordered lists will make it easier to skim and link to specific stages (initialisation, frame loop, nose control, etc.).
No diff provided because this is structural.


124-126: Normalise the hardware subsection

For Hardware: followed by plain text “webcam input only” renders oddly. Treat it like the software list:

-For Hardware:
-
-webcam input only
+#### Hardware Requirements
+* Webcam (built-in or external, 720 p or higher)

140-147: Convert bare URLs to Markdown links (MD034)

Bare links break flow and are flagged by markdownlint. Example fix:

-https://drive.google.com/file/d/1M6LK2pmpBatKaMyYFcAg0bfmw5uFyy8n/view?usp=drivesdk
+[Demo Video](https://drive.google.com/file/d/1M6LK2pmpBatKaMyYFcAg0bfmw5uFyy8n/view?usp=drivesdk)
-
-deployment link -https://github.com/Josh123-Joseph/Face-it
+[Deployment Repository](https://github.com/Josh123-Joseph/Face-it)

Repeat for any other bare URLs.


150-156: Re-format team contributions for consistent bullets

Continuation lines are indented with spaces, so GitHub renders them as a code block. Use nested bullets instead:

-Joshua Joseph- Lead developer, gesture logic and blink screenshot implementation
-               Integrated face mesh visualization
-               UI debugging and responsiveness
-
-Jeff Jacob Mathew- Testing and parameter tuning (mouth click sensitivity, blink delay)
-                   Screenshot display and subprocess window handling
-                   Documentation and demo preparation
+* **Joshua Joseph**
+  * Lead developer – gesture logic & blink-screenshot
+  * Integrated Face Mesh visualisation
+  * UI debugging & responsiveness
+* **Jeff Jacob Mathew**
+  * Testing / parameter tuning (mouth click, blink delay)
+  * Screenshot display & subprocess handling
+  * Documentation & demo preparation

141-144: Replace italic sentence with a heading or bullet (MD036)

*Explain what the video demonstrates* is styled as emphasis instead of a heading, violating MD036. Convert to a proper heading or remove if redundant.

-*Explain what the video demonstrates*
+#### What the demo shows
+Briefly describe the gestures demonstrated and expected outcome.
📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 87fcdae and 9cde8f1.

📒 Files selected for processing (1)
  • README.md (2 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.17.2)
README.md

45-45: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3

(MD001, heading-increment)


140-140: Bare URL used

(MD034, no-bare-urls)


143-143: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


146-146: Bare URL used

(MD034, no-bare-urls)

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