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sejongresearch / LandmarkRetrieval

AI대장 팀, 세종대 인근 랜드마크 검색 (2019)
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[제안서] #9

Closed socome closed 5 years ago

socome commented 5 years ago

  1. 기존 연구

    • ‘Google Landmark Recognition Challenge’

Recognition : 0.30433 / Retrieval : 0.62727
( 평가방법 : https://github.com/suimn416/2019.Spring.AI_Leader/issues/8 )

  1. 사전 조사

    • 이미지 전처리 Deep Sketch Image Based Localization using Semantic Boundaries

    • 네트워크 (backbone network) LetNet,AlexNet,ZFNet GoogleNet VGG Net, Res Ne

    • 분류 Image Classification(이미지 분류) Recognizing and Learning Object Categories

    • Metric Learning C4W4L04 Triplet loss Deep Metric Learning via Facility Location

    • Image Retrieval [CVPR 2018] Visual Search (Image Retrieval) and Metric Learning

socome commented 5 years ago

https://sejonguniversity-my.sharepoint.com/:f:/g/personal/socome_sju_ac_kr/EjwsiSMt6SdDikVTIgqCgk4B_vstQyVYmJ7bp6_-Ojapkw?e=gnoru0