2024-1 하계 모각코 5주차

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V.유채민ViKapitoshka

하계 모각코 5주차 공부 내용 정리

😀학번, 이름 : 202102552, 유채민

🎯오늘의 계획

🎡목표

  • Segmentation 관련 논문 리뷰 및 정리

☑️결과

  • Segmentation ) pixel by pixel 로 classification

ex) 2828의 이미지를 2828*1의 이미지의 픽셀by픽셀로 classification

Embedding(information embedding) in classification : 중요 정보만 함축

Embedding(information embedding) in classification : Embedding 된 정보를 UpSample

  • 관련 논문

  • Deep High-Resolution Representation Learning for Visual Recognition

Point

(i)Connect the high-to-low resolution convolution streams in parallel (ii) Repeatedly exchange the information across resolutions

Parallel Multi-Resolution Convolutions

We start from a high-resolution convolution stream as the first stage, gradually add high-to-low resolution streams one by one, forming new stages, and connect the multiresolution streams in parallel