Smart IQ Using AI

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

Authors

Publication Details

Journal
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Published
2025-06-27
DOI
https://doi.org/10.55041/ijsrem51069
Primary Topic
Evolutionary Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Smart IQ Using AI

A.N .Pawar
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Evolutionary Algorithms and Applications
article

Smart IQ Using AI

A.N .Pawar
article en

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

INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENTVol. 09(06)
Openalex Percentile: Top 93%
Evolutionary Algorithms and Applications
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Smart IQ Using AI — A.N .Pawar · INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT (2025) | TGRS Research Map | TGRS