Art-Vision: Art Critique and Creation Tool

Art-Vision is an AI-powered tool designed to offer two core functionalities:

• Art Creation - Generates original artwork based on user-defined description, styles, or parameters, providing creative inspiration art pieces.
• Art Critique - Analyzes an artist's work and provides a critique of various elements, such as color palettes, composition, texture, and style, which can help artists improve or refine their works.

For a detailed explanation of the project, please refer to the full documentation: 📌 Project Documentation (PDF)

AI Models

1. Multi-Class Classification Model

• Backbone Model: Densenet-121 (fine-tuned with transfer learning)
• Dataset: WikiArt
• Task: Predicts both art style and genre from an artwork image

📄 Postman API Documentation

👉 Fast API Documentation

Running the FastAPI Backend

uvicorn genre-style-prediction-api:app --reload