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Road Map

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01

Further refine action detection model

We would like to explore and establish a more consistent and stable action detection model - in conjunction with a medium degree of sensitivity to actioned captured in short frames within a video.

02

Optimize / reinforce sentence generation algo

To further enrich our sentence generation algorithm, in combination with a contextual extension to fully create an immersive dialogue. Would like to leverage reinforcement learning which is based on rewarding desired behaviors and/or punishing undesired ones.

03

Better extract emotion from non-verbal human sound

Despite we can successfully capture and interpret non-verbal sound like clapping, yawning and other human sounds, incorporating interpreted emotion into day-to-day scenario posed another challenge to our application.

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