This is a video analysis system built using Python that processes visual and audio data to extract facial emotions, speech-based sentiment, and behavioral insights through heatmap visualization.
Performed frame-level facial expression detection and audio-based sentiment analysis ML and NLP pipelines.
Generated aggregated heatmaps to visualize emotion and sentiment intensity across the video timeline.
Technologies Used
Python
Docker
FFmpeg
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CybeIntel – Learn Cybersecurity Tools & Tactics
Contributors:
Naman
Description
This is a CyberSecurity Tool Development project using python to implement multi-threaded request sender and clipboard monitoring.
Ensured stable execution of tools.
Used basic exception-handeling and synchronization.
