Hoya012's Research Blog

Object Detection

  • “Tutorials of Object Detection using Deep Learning [8] Object Detection Labeling Guide” , 19/01/23 .
  • “Tutorials of Object Detection using Deep Learning [7] Object Detection 최신 논문 Review” , 19/01/11 .
  • “Tutorials of Object Detection using Deep Learning [6] Object Detection Multi Scale Testing Method Review” , 19/01/02 .
  • “Tutorials of Object Detection using Deep Learning [5] Training Deep Networks with Synthetic Data Bridging the Reality Gap by Domain Randomization Review” , 18/11/23 .
  • “Tutorials of Object Detection using Deep Learning [4] How to measure performance of object detection” , 18/11/03 .
  • “Tutorials of Object Detection using Deep Learning [3] The application of Object Detection” , 18/10/26 .
  • “Tutorials of Object Detection using Deep Learning [2] First Object Detection using Deep Learning” , 18/10/19 .
  • “Tutorials of Object Detection using Deep Learning [1] What is object detection?” , 18/10/18 .
  • Classification

  • ““Bag of Tricks for Image Classification with Convolutional Neural Networks Review”” , 19/06/20 .
  • “Pelee Tutorial [2] PeleeNet PyTorch Code Implementation” , 19/02/13 .
  • “Pelee Tutorial [1] Paper Review & Implementation details” , 19/02/12 .
  • “DenseNet Tutorial [2] PyTorch Code Implementation” , 19/01/28 .
  • “DenseNet Tutorial [1] Paper Review & Implementation details” , 19/01/27 .
  • “Learning From Noisy Large-Scale Datasets With Minimal Supervision 리뷰” , 18/07/14 .
  • “Improved Regularization of Convolutional Neural Networks with Cutout 리뷰” , 18/06/15 .
  • "Shake-Shake Regularization Review & TensorFlow code implementation" , 18/06/11 .
  • AutoML

  • “EfficientNet: Improving Accuracy and Efficiency through AutoML and Model Scaling 리뷰” , 19/05/31 .
  • “Learning Transferable Architectures for Scalable Image Recognition 리뷰” , 18/09/28 .
  • Conference

  • “ICLR 2019 참석 후기 및 단순하고 효과적인 Network Pruning 방법론을 다룬 Best Paper 리뷰” , 19/05/23 .
  • “CVPR 2019 Overview” , 19/04/19 .
  • “ICLR 2019 image recognition paper list guide” , 18/12/28 .
  • “SIGGRAPH 2018 review [2] 사람의 지각을 반영한 visibility metric 및 논문 4편 소개” , 18/12/17 .
  • “SIGGRAPH 2018 review [1] 참석 후기 및 프로그램 소개” , 18/12/14 .
  • “NeurIPS 2018 image recognition paper list guide” , 18/12/06 .
  • ETC.

  • “Single Image Super Resolution using Deep Learning Overview” , 19/07/26 .
  • “Fast Style Transfer PyTorch Tutorial” , 19/03/05 .