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fakespotter-deepfake-detection – AI Model by deepanshubhalia | AlphaNeural AI | AlphaNeural AI

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deepanshubhalia/
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FakeSpotter — Deepfake Detection System

Overview

A multimodal AI system to detect deepfake images and videos using hybrid deep learning models.

Architecture

CNN — Image & frame-level analysis
Autoencoder — Anomaly detection
Vision Transformer (ViT) — High-accuracy image classification

Tech Stack

Python, PyTorch, OpenCV
React.js (Frontend)
HTML, CSS, JavaScript

Features

Deepfake image detection
Video frame-by-frame analysis
Real/Fake prediction with confidence score
Responsive web interface for media upload

GitHub

https://github.com/deepanshubhalia/FakeSpotter