Deep Learning Based Big Data Analytics for Underwater 3d Objects and Its Application on Digital Transformation of Precision Aquaculture(II)

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Details

Project title

Code/計畫編號

NSTC111-2221-E019-068-MY3

Translated Name/計畫中文名

基於深度學習之水下3D物件大數據分析其精準養殖數位轉型應用(II)

Project Coordinator/計畫主持人

Shyi-Chyi Cheng

Funding Organization/主管機關

National Science and Technology Council

Department/Unit

Department of Computer Science and Engineering

Website

https://www.grb.gov.tw/search/planDetail?id=15439705

Year

2023

Start date/計畫起

01-08-2023

Expected Completion/計畫迄

31-07-2024

Bugetid/研究經費

791千元

ResearchField/研究領域

資訊科學--軟體

Description

Abstract

本計畫為三年期的多年期計畫，計畫執行完成後，預計可獲得的以水下3D物件精準測量來完成水產養殖所需的數位轉型智慧物聯網系統，這些成果整體效益可提升我國水下智慧科技在海洋資源利用與保育之應用水準，技轉給廠商之後可提升我國在該應用產業之國際競爭力。

Keyword(s)

underwater 3D object detection
tracking and event recognition
3D point cloud
deep learning
3D model compression
3D model retrieval
precision aquaculture
digital transformation
3D水下物件偵測與追蹤與行為預測
3D點雲
深度學習
3D模型壓縮
3D模型檢索
精準水產養殖
數位轉型