Sungmin Cho
Computer Vision Research Engineer at 넷마블컴퍼니
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSungmin Cho is a computer vision research engineer based in Seoul with nine years of experience specializing in object detection, instance segmentation, transformers, 360° image representation, and 3D reconstruction techniques like NeRF and 3DGS. Currently a research scientist on Netmarble’s computer vision AI team, he combines industrial R&D with academic rigor as a PhD candidate in Big Data from ChungAng University. His work has earned top placements in the BOP challenge (track 2) at ECCV2024 and ICCV2025, reflecting strong practical impact on pose and unseen-object tasks. He publishes code and insights on GitHub and a technical blog, often tackling cad-based unseen object detection and bridging 2D/3D representations. Known for translating advanced research into production-ready models, he brings both deep theoretical knowledge and a track record of competition-grade solutions.
9 years of coding experience
Doctor of Philosophy - PhD, big data, 4.5, Doctor of Philosophy - PhD, big data, 4.5 at chungang universityBachelor of Science - BS, Computer Engineering, 3.89, Bachelor of Science - BS, Computer Engineering, 3.89 at 중앙대학교
Github Skills (35)
loss-functions10
loss10
efficientnet9
object-detection9
faster-rcnn8
multiclass-classification8
pytorch8
geometry7
stereo7
deep-learning7
computer-vision7
retinanet6
structure-from-motion6
nodejs6
machine-learning6
Programming languages (3)
Github contributions (5)
csm-kr/distance_study
Jul 2021 - Sep 2022
Contributions:12 commits, 8 PRs, 10 pushes in 1 year 2 months
csm-kr/yolo_v2_vgg16_pytorch
Jun 2020 - Aug 2022
Contributions:92 commits, 24 pushes, 1 comment in 2 years 1 month
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