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Satya AI -Deepfake detection system

Created by: rishabhkap30
1 devlog
17h 8m 29s

SatyaAI is a full-stack multimodal deepfake detection platform that analyzes images, videos, and audio using AI to identify synthetic media.

The system uses a FastAPI Python AI engine combined with a Node.js backend and a modern React frontend….

SatyaAI is a full-stack multimodal deepfake detection platform that analyzes images, videos, and audio using AI to identify synthetic media.

The system uses a FastAPI Python AI engine combined with a Node.js backend and a modern React frontend. It supports real-time analysis, asynchronous job processing, and secure authentication using Supabase.

SatyaAI is designed to combat misinformation and media fraud by making deepfake detection accessible, fast, and developer-friendly.

Currently, I’m working on improving real-time detection speed, better accuracy using multimodal models, and production deployment with GPU optimization.

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rishabhkap30
rishabhkap30 worked on Satya AI -Deepfake detection system
1 day ago
17h 8m logged

Worked on advancing SatyaAI, a multimodal deepfake detection system designed to identify fake images, videos, and audio using AI-based forensic analysis.

Improved the system’s detection pipeline by integrating facial analysis, frame extraction, and audio pattern recognition. Enhanced backend processing for handling multiple media types efficiently and ensured smoother communication between frontend (Gradio UI) and backend (FastAPI services).

Focused on testing real-time detection workflows, where users can upload media and receive authenticity results with confidence scores. Also refined the system’s output visualization to make results more understandable (e.g., detection labels and analysis feedback).

This work strengthens SatyaAI’s ability to combat misinformation and digital fraud, addressing the growing threat of deepfake content in today’s digital ecosystem.

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