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Crack detection ai system paarthipa kamlesh#1985

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Paarthipa:crack-detection-ai-system-paarthipa-kamlesh
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Crack detection ai system paarthipa kamlesh#1985
Paarthipa wants to merge 843 commits into
Chameleon-company:mainfrom
Paarthipa:crack-detection-ai-system-paarthipa-kamlesh

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Overview

This pull request introduces a complete AI-based Crack Detection System for infrastructure analysis, focusing on detecting cracks in roads and bridges using computer vision and machine learning techniques.


Key Features

  • Crack detection using image processing and AI models
  • Feature extraction (crack length, width, severity)
  • Support for test image analysis
  • Integration with AI chatbot (LLM module) for intelligent insights
  • RAG-based knowledge system using engineering documents
  • PDF to Markdown pipeline for structured knowledge extraction
  • Visualization support for crack analysis results

Components Included

  • cv_module/ – crack detection logic
  • llm_module/ – chatbot integration
  • documents/raw_documents/ – engineering PDFs
  • documents/processed_documents/ – extracted markdown files
  • process_documents.py – PDF → Markdown pipeline
  • notebook/crack_detection_pipeline.ipynb – workflow and analysis
  • test_case_images/ – sample inputs for validation

Testing / Validation

  • Successfully tested crack detection on sample images
  • Verified document processing pipeline (PDF → Markdown)
  • Confirmed chatbot responses using RAG-based context
  • Validated output visualizations and analysis results

Objective

To develop an intelligent system that automates crack detection and provides meaningful insights for infrastructure inspection and maintenance.


Notes

  • Built using Python, OpenCV, FastAPI, and LLM integration
  • Designed for real-world engineering and inspection use cases
  • Structured for scalability and modular deployment

Sanaullah0748 and others added 30 commits May 17, 2026 03:58
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DATA SCIENCE - Traffic Congestion Prediction System Based Traffic Count and Crash Data - 100% Complete
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kalramani and others added 24 commits May 23, 2026 19:31
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- Added comprehensive README.md with project documentation
- Added Jupyter notebook PDF export
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- Added JSON file for data interchange
- Project: Urban Planning and Development usecase
- Student: Kennedy Ebegbulem (s223739628)
- Trimester: T1 2026
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Data Science - UC00206 - Final files for READY TO PUBLISH folder
@Paarthipa
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@molliefernandez
@manya0033
Can you please review this pull request and accept it.

@molliefernandez-mentor molliefernandez-mentor self-requested a review May 31, 2026 01:54
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@molliefernandez-mentor molliefernandez-mentor left a comment

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Please create a new PR to upload your work, this PR is the one that deleted the whole datascience folder last time and needed to be reverted.

Please close this PR and raise a new one with your file changes.

@Paarthipa Paarthipa closed this May 31, 2026
@Paarthipa Paarthipa reopened this May 31, 2026
@Paarthipa
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Hi Mollie, thank you for the feedback. Just to clarify, we did not delete the playground/datascience folder. That deletion was from another team’s PR/changes, not ours.

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