Project Team member: Youngwoong Cho, Woosang Kang, Hogan Kim, Sebeom Lee

You can see the video from youtube.

Introduction

Can we develop an AI that can play the Red-Light-Green-Light game from the Squid Game?

A deep neural network pipeline was designed to play the Red-Light-Green-Light game from the Squid Game.

OpenCV algorithm that computes the absolute difference between current and previous frame is used for the motion detection module.

Mask-RCNN is used for the instance segmentation module.

MTCNN network is used for the facial detection module.

A pre-trained InceptionResnet is used for the facial recognition module.

Process

Problem definition

From a periodic image input from a webcam, we want to extract a face of a person whose motion is detected.

Motion detection

Instance segmentation

Facial detection

Facial recognition

Result