Children's Drawing Emotion Analysis System

Developed a full-stack AI system using FastAPI (backend) and React + TypeScript (frontend). Implemented EfficientNet-B0 model in PyTorch to classify drawings into 4 emotions: Angry, Fear, Happy, Sad.

⭐ Featured Project5 Technologies
Children's Drawing Emotion Analysis System - Project by Preet Patel

Technologies Used

PyTorchFastAPIReactTypeScriptEfficientNet

Project Information

Developer
Preet Patel
Project Type
Featured Project
Category
PyTorch

About This Project

Developed a full-stack AI system using FastAPI (backend) and React + TypeScript (frontend). Implemented EfficientNet-B0 model in PyTorch to classify drawings into 4 emotions: Angry, Fear, Happy, Sad.

Technical Implementation

This project showcases Preet Patel's expertise in PyTorch, FastAPI, Reactand demonstrates proficiency in modern web development practices. The implementation focuses on performance, user experience, and maintainable code architecture.

Key Features & Highlights

  • Built with PyTorch for optimal performance
  • Responsive design that works across all devices
  • Clean, modern UI with attention to user experience
  • Optimized for search engines and accessibility
  • Featured as a showcase project in Preet Patel's portfolio

Interested in Similar Work?

Preet Patel is available for custom development projects and consulting services.

Get in Touch