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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM51069
Volume:
9 |
6 |
Jun 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
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
Publication Date
6/28/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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The authors declare no conflict of interest related to this research work.
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