Award

Emotion AI

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

Video-based emotion classification AI model

Emotion AI — Video-based emotion classification AI model
Features

Key features

The core capabilities we built for this project.

01 · Feature

Video Processing

Video frames + spectrogram feature extraction

02 · Feature

Audio Processing

3D log-mel DCNN for utterance-level extraction

03 · Feature

AI Model Development

Utterance-level ensemble + DNN classifier

04 · Feature

AWS Deployment

Automated model serving + maintenance

Stack

Tech stack

STACK
PyTorch · AWS
MODEL
Multimodal Ensemble
AWARD
Qualcomm-KAIST
More

Other work in a similar vein

Facing a similar challenge?
Let’s talk it through

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.