Saturday, January 10, 2026

VeridisQuo: A Hybrid Model for Deepfake Detection Combining Spatial and Frequency Analysis

๐Ÿš€ Unlocking Video Analysis with Advanced AI Techniques ๐Ÿš€

In an era where video content reigns supreme, our webpage delves deep into innovative AI-driven methodologies designed for efficient video processing. Hereโ€™s what you need to know:

  • Streamlined Workflow: The process begins with essential frame extraction and face detection, ensuring optimal data capture.
  • Dual Analysis Modules:
    • Spatial Module: Utilizes EfficientNet for feature extraction, focusing on key visual data.
    • Frequency Module: Implements both DCT and FFT for comprehensive frequency analysis, enhancing data fusion.
  • Classifier & Gradcam Insights: The integration of a robust classifier and Gradcam allows for enriched video interpretation and visualization.

This cutting-edge approach not only paves the way for enhanced video analytics but also caters to AI enthusiasts eager to harness the power of intelligent systems.

๐Ÿ‘‰ Join the conversation! Share your thoughts on the future of AI in video processing below!

Source link

Share

Read more

Local News