Initial FactoryVision AI model package (private review)

README.md

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 **FactoryVision AI — Credits and Attribution**
 
-**Original Developer & Model Author:** Thevanth Rajamohan  
-**Technical Review, Code Contributions & Model Publication Support:** Swapin Vidya  
+**Original Developer & Model Author:** Theivanth Rajamohan  
+**Technical Review, Code Contributions & Model Publication Support:** [Swapin Vidya](https://huggingface.co/Swapinvidya)  
 **Project Contributor:** [Rajah Shanmugasundaram](https://huggingface.co/rajahshan)  
 **Publishing Organisation:** TechSphere Consultancy Services Private Limited  
 **Hugging Face:** https://huggingface.co/TechsphereAI  
 **Official Website:** https://techsphereconsultancy.com/
 
-**Project Provenance:** FactoryVision AI was originally developed by Thevanth Rajamohan. Swapin Vidya contributed technical review, detection-metrics improvements, testing, model publication preparation and documentation. The models are being prepared for publication under TechSphere Consultancy Services Private Limited's Hugging Face namespace, with the original developer's permission.
+**Project Provenance:** FactoryVision AI was originally developed by Theivanth Rajamohan. [Swapin Vidya](https://huggingface.co/Swapinvidya) contributed technical review, detection-metrics improvements, testing, model publication preparation and documentation. The models are being prepared for publication under TechSphere Consultancy Services Private Limited's Hugging Face namespace, with the original developer's permission.
 
 **Original GitHub Repository:** https://github.com/Theivanth/Factory-Vision-AI  
-**Merged contribution by Swapin Vidya:** https://github.com/Theivanth/Factory-Vision-AI/pull/1
+**Merged contribution by [Swapin Vidya](https://huggingface.co/Swapinvidya):** https://github.com/Theivanth/Factory-Vision-AI/pull/1
 
 ## Purpose and limitations
 Educational transfer-learning binary casting inspection (`def_front`, `ok_front`). **Human review is required.** Not a validated or certified automated quality acceptance system.

SOURCE.md

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 Source: https://github.com/Theivanth/Factory-Vision-AI
-Original Project Developer and Model Author: Thevanth Rajamohan
-Technical Reviewer, Code Contributor and Hugging Face Publication Support: Swapin Vidya
+Original Project Developer and Model Author: Theivanth Rajamohan
+Technical Reviewer, Code Contributor and Hugging Face Publication Support: [Swapin Vidya](https://huggingface.co/Swapinvidya)
 Project Contributor: Rajah Shanmugasundaram (https://huggingface.co/rajahshan)
 Publishing Organisation: TechSphere Consultancy Services Private Limited
 Hugging Face: https://huggingface.co/TechsphereAI
 Official Website: https://techsphereconsultancy.com/
-Swapin Vidya's merged contribution: https://github.com/Theivanth/Factory-Vision-AI/pull/1
+[Swapin Vidya](https://huggingface.co/Swapinvidya)'s merged contribution: https://github.com/Theivanth/Factory-Vision-AI/pull/1
 Model checkpoint SHA-256: 2ae61f4261539927721868f85ef99243d3f435dec85cb1476ef398403deebe5f