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End-to-End, Physics-informed
Lensless Segmentation Network
End-to-End, Physics-informed
Lensless Segmentation Network
Developed an end-to-end lensless segmentation network which directly maps lensless input into segmentation with physical guidance from wiener filter
Acquired Lensless Segmentation Dataset from COCO Dataset
Test Result
Real World Analysis
Mobility SW Hackathon, Hyundai Mobis
Mobility SW Hackathon, Hyundai Mobis
Developed an In-vehicle Noise Resistant Voice Recognition model with deep neural network
Awarded $4,000 for the prize and registered as an excellent talented human resource in Hyundai
Github
Yonsei Dream Library: Metaverse Content Production Contest
Yonsei Dream Library: Metaverse Content Production Contest
Awarded $800 for prize for developing a metaverse virtual university library using Lua and Roblox IDE
Established a server-client communication enabling the construction of a competitive studying system based on the exchange of data between users
Developed virtual environment of Labyrinth
Developed virtual environment of Labyrinth
Developed the whole model learning process such as making virtual environment for reinforcement learning by Unity3D and made a communication channel between RL model and the labyrinth in real world.
Flyable drone by self-developed flight computer
Flyable drone by self-developed flight computer
Developed a flight computer using PID control method and made a hovering quadcopter drone with Arduino
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