🎬 CastNet – Smart Actor Recommendation System

CastNet is an AI-powered actor recommendation system that suggests suitable actors for a movie character based on:

Movie plot

Character description

Preferred gender

Preferred age group

It uses a fine-tuned SentenceTransformer model and semantic similarity to match roles with historically similar characters played by actors.

🚀 Features

Semantic role matching using embeddings

Gender and age group filtering

Fine-tuned transformer model

Flask-based web interface

Malayalam movie dataset (custom)

Soft filtering (falls back gracefully if no exact match)