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Introduce.

안녕하세요? AI Computer Vision Engineer, 김형석입니다.

Skill.

  • Programing Language: C#, C++, Python
  • AI : Pytorch
  • MLOps : MLFlow, WandB
  • Image Processing : OpenCV, MIL, Cognex
  • Front-End : WPF, Streamlit
  • Back-End : Fast-API
  • etc : Docker, Git

HyeongSeok Kim's Projects

app.drivingsafetyassistancesystem icon app.drivingsafetyassistancesystem

Monocular 3D Object Detection을 사용하여 초보 운전자가 혼자 도로를 주행할 때 끼어들기나 전방 차량과의 거리에 대한 위험을 알려주는 시스템

docker.pythondev icon docker.pythondev

이 Repos는 Python으로 개발할 수 있도록 기본적인 환경이 설정된 Docker Image를 제공합니다.

fork.timm icon fork.timm

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

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