Smart IQ Using AI
A.N.Pawar*1 , Pruthwi Garale*2, Varadraj Thorgule*3, Vedant Dhumal*4, Aditi Patil*5
*1 Pruthwi Kashiram garale, Computer Science , JCEP K. M. Gad, Karad ,Maharashtra,
*2Varadraj Sayaji Thorgule, Computer Science , JCEP K. M. Gad, Karad , Maharashtra,
*3Vedant Vijaykumar Patil, Computer Science, JCEP K. M. Gad, Karad, Maharashtra,
*4 Aditi Satpal Patil, Computer Science, JCEP K.M. Gad, Karad, Maharashtra ,
(A.N. Pawar, Computer Science, JCEP K. M. Gad, Karad, Maharashtra, India)
JAYAWANT COLLEGE OF ENGINEERING AND POLYTECHNIC , KILLEMACHINDRAGAD,SANGLI
AFFILIATED TO DR.BABASAHEB AMBEDKAR TECHNICAL UNIVERSITY, LONERE 2024-2025
Abstract
Smart IQ Using AI is an innovative artificial intelligence-based system designed to interpret and analyze hand-drawn inputs, such as mathematical expressions, scientific diagrams, logical reasoning problems, and general sketches, to provide intelligent feedback. This system combines a user-friendly canvas drawing interface with a powerful multimodal AI backend using Google’s Gemini API. The core objective is to assist students, educators, and visual learners by recognizing patterns in user sketches and returning meaningful, accurate interpretations or solutions. The project utilizes a React frontend for interactive canvas-based input and a FastAPI backend that handles image preprocessing and AI communication. Deep learning techniques and advanced natural language processing (NLP) models are integrated to improve recognition accuracy across diverse subjects, including mathematics, physics, and general knowledge. The system supports real-time interaction and draggable LaTeX-rendered output to enhance usability and learning engagement. This project demonstrates how AI can bridge the gap between human creativity and machine understanding, transforming the way visual information is interpreted in educational environments.
Keywords: Artificial Intelligence, Smart IQ, Google Gemini API, Canvas Drawing Recognition, React, FastAPI, LaTeX, Multimodal Learning, Sketch Interpretation, EdTech Innovation
