HMSF Rope Condition Classification
A YOLOv8-based image classification system that detects rope damage and categorizes it into Good,
Satisfactory, and Discard.
Real-time classification
Custom dataset with synthetic images
Uses YOLOv8s for low-latency performance
Voice-Driven AI Assistant for IS Codes
VAES interprets voice/text queries and retrieves answers from Indian Standard (IS) documents using
RAG and LlamaIndex.
Angular frontend + Python backend
RAG-powered conversational flow
Hugging Face + LlamaIndex
Chemical Viscosity
Prediction
A supervised ML model predicts Intrinsic Viscosity (IV) from gel and composition data.
Python, Scikit-learn, Jupyter used
Linear and non-linear regression models
Visual exploratory data analysis