Deepfake Studio
AI Detection & Generation Platform
FPT University01/2025 - 04/2025
4 months
Project Overview
DeepfakeStudio is a web application built with Flask that offers both deepfake detection and generation capabilities. The project focuses primarily on research and implementation of various deepfake detection models, while also providing a face-swapping generation feature. I served as Full-stack Developer & AI Specialist, responsible for deploying detection models to web application, developing face swapping functionality, and creating Shallow Neural Network model with ~82% accuracy.
Technologies & Tools
Backend & AI
Frontend & UI
Challenges
Implementing real-time deepfake detection with high accuracy
Optimizing model performance for web deployment
Creating intuitive interface for complex AI functionalities
Balancing detection accuracy with processing speed
Key Learnings
Mastered deepfake detection algorithms and neural network architectures
Gained experience in deploying AI models to web applications
Learned advanced computer vision techniques for face manipulation
Developed skills in research-oriented software development
Project Gallery
Real face detection with confidence score
Deepfake detection showing manipulation indicators
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