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@anamikamj anamikamj commented Aug 2, 2025

Vazhi Illae Kuzhi is a quirky and smart pothole detection app built using OpenCV and Streamlit. Just upload a road photo, and the app detects potholes by analyzing their shape and size.

What makes it stand out? Humor. Instead of just pointing out potholes, it roasts them with hilarious, sarcastic comments—turning frustration into fun.

And for a final touch, it creates a personalized “Pothole Certificate” highlighting the detected pothole, ready to download or share. It's a fun way to raise awareness about bad roads while having a laugh.

Perfect for civic-minded users, tech lovers, or anyone tired of bumpy rides, Vazhi Illae Kuzhi blends technology and local flavor for a smart, entertaining road-safety tool.

Summary by CodeRabbit

  • Documentation
    • Updated the README with detailed project information, including app description, team details, technical stack, installation and usage instructions, and demo references.
    • Added actual screenshots and clarified team contributions.
    • Removed irrelevant sections related to hardware and schematics.

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coderabbitai bot commented Aug 2, 2025

Walkthrough

The README.md file was thoroughly revised to replace placeholder content with detailed, project-specific information. Updates include the project name, team details, a comprehensive description, technical stack, installation and usage instructions, actual screenshots, and clarified team contributions. Non-relevant sections such as hardware and build details were removed.

Changes

Cohort / File(s) Change Summary
README Overhaul
README.md
Replaced placeholders with project-specific details, added team info, expanded technical and usage sections, included actual screenshots, and removed irrelevant sections.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Poem

A README renewed, with details so bright,
Now guides every coder through day and through night.
With potholes detected and laughter in tow,
The 2 Muskeeters let their project flow!
🐰✨

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Actionable comments posted: 4

🧹 Nitpick comments (2)
README.md (2)

46-49: Wrap commands in code fences & avoid bare URLs

Using a fenced block improves copy-paste UX and resolves MD034 for the raw Git URL.

-git clone https://github.com/your-username/vazhi-illae-kuzhi.git
-cd vazhi-illae-kuzhi
+```bash
+git clone https://github.com/your-username/vazhi-illae-kuzhi.git
+cd vazhi-illae-kuzhi
+```

86-88: Capitalize “OpenCV” consistently

Minor terminology polish—helps maintain a professional tone.

- - Anamika MJ: Open cv
+ - Anamika MJ: OpenCV
📜 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 6078aaa.

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

46-46: Bare URL used

(MD034, no-bare-urls)


62-62: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3

(MD001, heading-increment)


79-79: Heading levels should only increment by one level at a time
Expected: h2; Actual: h3

(MD001, heading-increment)

Comment on lines +12 to +14
- Team Lead: [Anamika MJ] - [Model Engineering College]
- Member 2: [Anamika MJ] - [Model Engineering College]
- Member 3: [Riya Rebecca Renjit] - [Model Engineering College]
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🛠️ Refactor suggestion

Duplicate entry for the same team member

Member 2 is identical to the Team Lead line, so the roster is misleading. Remove or replace the second entry to reflect the actual teammate.

- - Team Lead: [Anamika MJ] - [Model Engineering College]
- - Member 2: [Anamika MJ] - [Model Engineering College]
+ - Team Lead: [Anamika MJ] – [Model Engineering College]
+ - Member 2: [<second-member-name>] – [Model Engineering College]
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- Team Lead: [Anamika MJ] - [Model Engineering College]
- Member 2: [Anamika MJ] - [Model Engineering College]
- Member 3: [Riya Rebecca Renjit] - [Model Engineering College]
- Team Lead: [Anamika MJ] [Model Engineering College]
- Member 2: [<second-member-name>] [Model Engineering College]
- Member 3: [Riya Rebecca Renjit] - [Model Engineering College]
🤖 Prompt for AI Agents
In README.md around lines 12 to 14, there is a duplicate entry for 'Member 2'
which is identical to the Team Lead. Remove or replace the 'Member 2' line with
the correct team member information to avoid confusion and accurately reflect
the team roster.

Comment on lines +29 to +39
- Python
- Streamlit (for web UI)
- OpenCV (for image processing and contour detection)
NumPy (for numerical operations)
Pillow / PIL (for image handling and certificate generation)
random, datetime (Python standard libraries for roast/certificate logic)
- Git & GitHub (for version control and collaboration)

VS Code (for development)

ChatGPT (for code assistance, brainstorming, and optimization)
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🛠️ Refactor suggestion

Bulleted list breaks after the first three items

Lines 32-39 lose the leading “-”, so Markdown treats them as plain text, not list items. Fixing this preserves consistent formatting and prevents linter warnings (MD004).

-  NumPy (for numerical operations)
-  Pillow / PIL (for image handling and certificate generation)
-  random, datetime (Python standard libraries for roast/certificate logic)
- VS Code (for development)
- ChatGPT (for code assistance, brainstorming, and optimization)
+- NumPy (for numerical operations)
+- Pillow / PIL (for image handling and certificate generation)
+- random, datetime (Python standard libraries for roast/certificate logic)
+- VS Code (for development)
+- ChatGPT (for code assistance, brainstorming, and optimization)
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
- Python
- Streamlit (for web UI)
- OpenCV (for image processing and contour detection)
NumPy (for numerical operations)
Pillow / PIL (for image handling and certificate generation)
random, datetime (Python standard libraries for roast/certificate logic)
- Git & GitHub (for version control and collaboration)
VS Code (for development)
ChatGPT (for code assistance, brainstorming, and optimization)
- Python
- Streamlit (for web UI)
- OpenCV (for image processing and contour detection)
- NumPy (for numerical operations)
- Pillow / PIL (for image handling and certificate generation)
- random, datetime (Python standard libraries for roast/certificate logic)
- Git & GitHub (for version control and collaboration)
- VS Code (for development)
- ChatGPT (for code assistance, brainstorming, and optimization)
🤖 Prompt for AI Agents
In README.md between lines 29 and 39, the bulleted list breaks after the first
three items because the subsequent lines are missing the leading "-" for list
items. Add the missing "-" at the start of each line from line 32 to 39 to
maintain consistent Markdown list formatting and prevent linter warnings.

Comment on lines 42 to +60
### Implementation
For Software:
# Installation
[commands]

git clone https://github.com/your-username/vazhi-illae-kuzhi.git
cd vazhi-illae-kuzhi


python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate


pip install -r requirements.txt


# Run
[commands]

streamlit run app/streamlit_app.py

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🛠️ Refactor suggestion

Heading levels jump from H3 to H1

# Installation, # Run, and # Video should nest under “Implementation” (H3). Downgrade them to #### to satisfy MD001 and keep the hierarchy readable.

-### Implementation
-For Software:
-# Installation
+### Implementation
+#### Installation
@@
-# Run
+#### Run
@@
-# Video
+#### Video

Committable suggestion skipped: line range outside the PR's diff.

🧰 Tools
🪛 markdownlint-cli2 (0.17.2)

46-46: Bare URL used

(MD034, no-bare-urls)

🤖 Prompt for AI Agents
In README.md between lines 42 and 60, the headings for Installation, Run, and
Video jump from H3 to H1, breaking the heading hierarchy. Change these headings
from single # to #### so they nest properly under the H3 "Implementation"
heading, maintaining consistent markdown heading levels.

*Add caption explaining what this shows*

![Screenshot3](Add screenshot 3 here with proper name)
![Screenshot3](6fde09e8-2c83-4f38-8fe4-0a3e566386d6.jpge)
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🛠️ Refactor suggestion

Typo in image extension breaks rendering

.jpge is invalid; use .jpeg or .jpg so the third screenshot loads correctly.

-![Screenshot3](6fde09e8-2c83-4f38-8fe4-0a3e566386d6.jpge)
+![Screenshot3](6fde09e8-2c83-4f38-8fe4-0a3e566386d6.jpeg)
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
![Screenshot3](6fde09e8-2c83-4f38-8fe4-0a3e566386d6.jpge)
![Screenshot3](6fde09e8-2c83-4f38-8fe4-0a3e566386d6.jpeg)
🤖 Prompt for AI Agents
In README.md at line 72, the image file extension is incorrectly written as
.jpge, which breaks rendering. Change the extension to the correct .jpeg or .jpg
to ensure the third screenshot loads properly.

@@ -1,96 +1,91 @@
<img width="3188" height="1202" alt="frame (3)" src="https://github.com/user-attachments/assets/517ad8e9-ad22-457d-9538-a9e62d137cd7" />


# [Project Name] 🎯
# Vazhi-illae-Kuzhi 🎯
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k

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k

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