reviverkid/DeepFakeDetectionSystem
🚀 Welcome to the Deepfake Detection System project! This project detects deepfake videos using advanced machine learning techniques, leveraging pre-trained CNNs for feature extraction and LSTM networks for temporal modeling. The frontend is built with React, and Firebase is used for database management and user authentication.
This tool helps anyone concerned about the authenticity of video content by identifying digitally altered "deepfake" videos. You upload a video, and the system analyzes it to determine if it's real or fake, providing a confidence score. It's designed for fact-checkers, journalists, and individuals needing to verify video legitimacy.
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Use this if you need to quickly and accurately determine whether a video has been manipulated with AI to create a fake portrayal.
Not ideal if you need to detect subtle edits or manipulations that are not deepfakes, as it specifically targets AI-generated video replacements.
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Last pushed
Jun 30, 2024
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