Deepfake Detection System Using LSTM and ResNet Architectures by Bhagaban PaulDeepfake Detection System Using LSTM and ResNet Architectures by Bhagaban Paul

Deepfake Detection System Using LSTM and ResNet Architectures

Bhagaban Paul

Bhagaban Paul

Designed and implemented the core machine learning model for a Deepfake Detection System, utilizing ResNet for feature extraction and LSTM for video classification. Also developed the frontend interface using HTML and CSS, ensuring a user-friendly experience for real-time detection. Ranked 23rd among 180+ teams in HackHeritage24.
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Posted Jan 23, 2025

Designed and implemented the core machine learning model for a Deepfake Detection System, utilizing ResNet for feature extraction and LSTM for video classificat