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DeepGuard Platform
Multimodal Deepfake Detection & Forensic Analysis Platform
Overview
An advanced AI platform for detecting deepfakes across audio, image, and video modalities using transformer-based models. Integrates explainable AI techniques including Grad-CAM, SHAP, and LIME for forensic analysis.
Key Features
- Audio Deepfake Detection
- Image Forensics
- Video Deepfake Detection
- Explainable AI (Grad-CAM, SHAP, LIME)
- Transformer-Based Models
- Multimodal Analysis
Tech Stack
PythonPyTorchFastAPIPostgreSQLHugging FaceOpenCV