JINSOL KIM
JINSOL KIM

Computer Vision for Autonomous Driving

Contact me

2023 © JINSOL KIM

  • ALL
  • Autonomous Driving
    Concept Optimal State Estimation Lidar Automotive
    Self-Driving Cars (Coursera)
  • Math
    Algorithm Problem Solving Linear Algebra Probability Calculus Game Theory
    Mathematics for machine learning (Coursera)
  • ML
    Concept Sklearn PRML(Pattern Recognition and Machine Learning)
    Question ETC
  • DL
    Concept PyTorch
    Deeplearning.ai Deeplearning.ai GAN ETC
  • Vision
    Concept Multiple View Geometry OpenCV
    Segmentation based on DL Depth Estimation based on DL Detection based on DL Optical Flow based on DL Multi Camera/View Fusion based on DL Vision Dataset
    CS231n First Principles of Computer Vision (Coursera)
    Signal and System ETC
  • Python
    Basic & Pandas & Numpy Django Django-RestFramework Crawling Embedded GUI
    ETC
  • C
    C Concept CPP Concept Linux ETC
  • ETC
    Business Database Computer Network Operational Research Review Dev ETC
Pytorch 관련 글 목차

Pytorch 관련 글 목차

2000, Jan 01    


Pytorch 관련 글 목록


  • PyTorch 설치 및 colab 사용 방법
  • Pytorch 코드 snippets
  • PyTorch 기본 문법 및 Tensor 사용법
  • PyTorch Gradient 관련 설명
  • Neural Network with PyTorch
  • MLP로 Image Recognition 하기 with Pytorch
  • Linear Regression with PyTorch
  • Dataset과 Dataloader
  • Dropout과 BatchNormalization
  • Pytorch의 시각화 및 학습 현황 확인
  • Pytorch Learning Rate Scheduler 정리
  • Pytorch Loss function 정리
  • albumentation을 이용한 이미지 augmentation


  • Pytorch Conv2d
Twitter Facebook Google+
# deep learning # pytorch