NVIDIA Synthetic Video Detector

The NVIDIA Synthetic Video Detector is an AI-powered microservice designed to detect AI-generated (synthetic) videos with high accuracy.

It is built for GPU-accelerated, high-throughput inference and can be deployed as a standalone gRPC microservice or used offline through scripting interfaces for forensic analysis.

Overview

The Synthetic Video Detector identifies whether a given video is real or synthetic (AI-generated). The model is optimized for detecting videos generated by diffusion models and is suitable for use in:

• Content creation platforms
• Video authentication workflows
• Digital forensics
• Media integrity services

How It Works

The service analyzes video frames and extracts frequency-domain statistical patterns that are indicative of diffusion-based generation. It is designed to be robust to common video compression artifacts, ensuring reliable performance across real-world video inputs.

Availability

The NVIDIA Synthetic Video Detector is distributed as a containerized service through NGC, accompanied by documentation and client integration packages for ease of adoption.

Package

• NVIDIA Synthetic Video Detector Service Container
• NVIDIA Synthetic Video Detector Client Package
• NVIDIA Synthetic Video Detector Usage Guide
• NVIDIA Synthetic Video Detector Data License

Usage Guide

Please refer the NVIDIA Synthetic Video Detector - Usage Guide for more details

License

• Use of the software and models is governed by the NVIDIA Software and Model Evaluation License .
• Use of the sample data is governed by the NVIDIA Maxine Sample Data License.