Analyzes video and audio simultaneously to classify 8 emotion categories. Winner at the Qualcomm-KAIST AI Competition.
Video-based emotion classification AI model

The core capabilities we built for this project.
Video frames + spectrogram feature extraction
3D log-mel DCNN for utterance-level extraction
Utterance-level ensemble + DNN classifier
Automated model serving + maintenance
Excel workflows, chatbots, AI marketing — whatever the domain, it can be redesigned the same way.
The initial assessment and quote are free — the contact form is the fastest way to reach us.