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[2018-10-05] 梁朝欽 , 群暉科技,” The moments that deep learning meets photo album application”

專題討論演講公告
張貼人:宋欣薏公告日期:2018-08-15

Title: The moments that deep learning meets photo album application
Date: 2018-10-05 14:20-15:30
Location: R103, CSIE
Speaker: 梁朝欽 先生, 群暉科技
Hosted by: Prof. Winston Hsu

 

Abstract:

Deep learning methods have made a breakthrough in recent years, especially in the field of computer vision. With convolutional neural networks, it outperforms any other traditional methods in many tasks.

Photo album application also plays a vital role on the private cloud, as it highly relates to user’s privacy. To create the best user experience, we take advantage of deep learning technique in the photo album application, helping users automatically create photo albums based on the recognition of photo content, such as children album or pet album. For those image recognition technology on the market, they are based on the great computing power of the cloud. We bring the technology into a small private cloud without uploading anything to the public cloud, ensuring the user’s privacy. We also resolve the bad experience when browsing photos on the mobile devices with unstable network, delivering high quality photos under this circumstance.

We will be sharing the deep learning technology Synology has been utilizing and the development experience in integrating deep learning technology to photo album application on private cloud.

 

 

Biography:

l  學歷
大學:國立中正大學資訊工程學系 (2009/09 ~ 2013/06)
研究所:國立交通大學資訊科學與工程研究所 -電腦遊戲與智慧實驗室 (2013/07 ~ 2015/08)

 

l  經歷

 

群暉科技股份有限公司 - 軟體開發部 開發研究員 (2015/11 ~ 2018/1)

群暉科技股份有限公司 - 軟體開發部 機器學習組 資深開發研究員 (2018/1 ~ 至今)

 

l  簡歷

2013 年取得國立中正大學資訊工程學士學位,並於 2015 年取得國立交通大學資訊科學與工程研究所碩士學位,研究所期間主要研究遊戲相關人工智慧及分散式運算。2015 年進入群暉科技擔任軟體開發研究員,負責網路應用服務的開發,並在 2016 年中開始負責深度學習相關應用開發。

最後修改時間:2018-08-15 PM 2:09

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