Use plain-BibTeX @misc + 'code repository' wording instead of @software

README.md

@@ -97,22 +97,23 @@ If you use this dataset, please cite it:
 If you use the generation/training pipeline, please also cite the code:
 
 ```bibtex
-@software{ramamoorthysathya2026imggen,
-  author = {Ramamoorthy Sathya, Rithish},
-  title  = {{ImgGen\_AI: Synthetic Underwater Imagery Generation and Sim-to-Real Object Detection}},
-  year   = {2026},
-  url    = {https://github.com/rithish007/ImgGen_AI}
+@misc{ramamoorthysathya2026imggen,
+  author       = {Ramamoorthy Sathya, Rithish},
+  title        = {{ImgGen\_AI: Synthetic Underwater Imagery Generation and Sim-to-Real Object Detection}},
+  year         = {2026},
+  howpublished = {\url{https://github.com/rithish007/ImgGen_AI}},
+  note         = {Code repository}
 }
 ```
 
 If you use the descoped Unreal Engine simulator arm, please cite it separately:
 
 ```bibtex
-@software{ramamoorthysathya2026shallowseabed,
-  author = {Ramamoorthy Sathya, Rithish},
-  title  = {{Shallow\_Seabed: Unreal Engine 5 Synthetic Underwater Scene Simulator}},
-  year   = {2026},
-  url    = {https://github.com/rithish007/Shallow_Seabed},
-  note   = {Private repository, access on request.}
+@misc{ramamoorthysathya2026shallowseabed,
+  author       = {Ramamoorthy Sathya, Rithish},
+  title        = {{Shallow\_Seabed: Unreal Engine 5 Synthetic Underwater Scene Simulator}},
+  year         = {2026},
+  howpublished = {\url{https://github.com/rithish007/Shallow_Seabed}},
+  note         = {Code repository. Private repository, access on request.}
 }
 ```