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CakeResume Talent Search

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Chang Jung Christian University
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國立中山大學
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AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
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Asus 華碩電腦股份有限公司
Rosetta.ai
沛智生醫科技股份有限公司
碁仕科技
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Avatar of 蘇彥儒.
Avatar of 蘇彥儒.
蘇彥儒
Deep Learning Engineer @Asus 華碩電腦股份有限公司
・
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within three months
reproduction and genetics, 38(7), 1655–1663. https://doi.org//s技能 專業領域：Computer Vision, Image Processing, Machine Learning, Deep Learning 程式語言：Python, C/C++ 開發/部屬相關：OpenCV, Tensorflow, Pytorch, Docker 專案介紹 時尚服飾識別系統 2021/10~2022/9 時尚商品影像為消費者購買商品重要依據，解析成千上萬時尚影像，提供
C
C++
Python
Employed
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Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中山大學
・
資工工程學系
Avatar of Ivan Lee.
Avatar of Ivan Lee.
Ivan Lee
CakeResume Premium Badge
AI應用工程師 @碁仕科技
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2018 ~ Present
軟體工程師
Within one month
至真實世界後，預計可為夾取專案省掉25 % 硬體成本，與加速 3倍 的抓取時間。demo video： https://youtu.be/HCIuNo5FA7U 衛星圖像民航機檢測 Pytorch、Yolov3、Jetson AGX、Jetson NX 與國內大型研究單位合作，檢測衛星圖像上的民航機，並在訓練後實際部署置嵌入式機器上。 營養標籤文字
Python
Reinforcement Learning
Computer Vision
Studying
Intern / Interested in working remotely
4-6 years
長榮大學
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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
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Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
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Within one year
Avatar of 蔡承哲.
蔡承哲
Deep Learning and Media System Lab, NCU
・
2018 ~ 2018
Taiwan
Professional Background
Current status
Studying
Job Search Progress
Professions
Data Scientist
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Work experience
Less than 1 year
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None
Skills
Python
Matlab
C++
Verilog
Languages
English
・
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Job search preferences
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SW/FW Intern
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Full-time
Locations
台灣台北, 台灣新竹市新竹
Remote
Interested in working remotely
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Yes, I freelance in my spare time
Educations
School
National Taiwan University
Major
Electronic Design Automation
Print
Kcauvs1oml3zztykrr4u

蔡承哲 (Cheng-Che, Tsai)

E-mail: [email protected]


學歷

碩士 國立臺灣大學 電子工程學研究所 電子設計自動化組 2019/9 ~ 現今 GPA 4.13 / 4.30

指導教授： 郭斯彥教授

學士 國立中央大學 電機工程學系                                          2015 ~ 2019   GPA 3.64 / 4.00

碩士論文

基於輪廓波的泛用除雨條紋深度神經網路

有雨場景拍到的圖片含有不同方向的雨以及原本場景的邊緣，現有方法無法很好的分離雨和背景，經實驗發現，透過輪廓波可以捕捉到不同方向、尺寸特徵的性質以及雨條紋，將除雨的問題變成還原輪廓波轉換得到的係數，並透過具有不同尺度感受野的卷積神經網路 (CNN) 得到極佳的還原結果；損失函數的設計上，根據輪廓波多階層的特性提出了多階層判別器 (Multi-level discriminator)，使還原的結果更逼真，實驗結果顯示，提出的方法不論在合成或現實的資料集皆得到最好的還原結果。
準備投稿至 IEEE Transactions on Image Processing

論文發表

ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation

Cheng-Che Tsai, Wei-Ting Chen, Hao-Yu Feng, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

British Machine Vision Conference (BMVC), 2021.

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss

Wei-Ting Chen, Hao-Yu Feng, Cheng-Che Tsai, Cheng-Lin Hsieh, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

IEEE International Conference on Computer Vision (ICCV), 2021.

All Characteristics Preservation: Single Image Dehazing based on Hierarchical Detail Reconstruction Wavelet Decomposition Network

Wei-Ting Chen, Hao-Yu Feng, Cheng-Che Tsai, Jian-Jiun Ding, and Sy-Yen Kuo

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep., 2021.

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal

Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Cheng-Che Tsai, and Sy-Yen Kuo

European Conference on Computer Vision (ECCV), Aug., 2020.

修課紀錄
  • 電腦視覺

  • 演算法

  • 時頻分析和小波轉換

程式語言

Python, Matlab, C++

機器學習框架

Pytorch, Keras





Resume
Profile
Print
Kcauvs1oml3zztykrr4u

蔡承哲 (Cheng-Che, Tsai)

E-mail: [email protected]


學歷

碩士 國立臺灣大學 電子工程學研究所 電子設計自動化組 2019/9 ~ 現今 GPA 4.13 / 4.30

指導教授： 郭斯彥教授

學士 國立中央大學 電機工程學系                                          2015 ~ 2019   GPA 3.64 / 4.00

碩士論文

基於輪廓波的泛用除雨條紋深度神經網路

有雨場景拍到的圖片含有不同方向的雨以及原本場景的邊緣，現有方法無法很好的分離雨和背景，經實驗發現，透過輪廓波可以捕捉到不同方向、尺寸特徵的性質以及雨條紋，將除雨的問題變成還原輪廓波轉換得到的係數，並透過具有不同尺度感受野的卷積神經網路 (CNN) 得到極佳的還原結果；損失函數的設計上，根據輪廓波多階層的特性提出了多階層判別器 (Multi-level discriminator)，使還原的結果更逼真，實驗結果顯示，提出的方法不論在合成或現實的資料集皆得到最好的還原結果。
準備投稿至 IEEE Transactions on Image Processing

論文發表

ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation

Cheng-Che Tsai, Wei-Ting Chen, Hao-Yu Feng, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

British Machine Vision Conference (BMVC), 2021.

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss

Wei-Ting Chen, Hao-Yu Feng, Cheng-Che Tsai, Cheng-Lin Hsieh, I-Hsiang Chen, Jian-Jiun Ding, and Sy-Yen Kuo

IEEE International Conference on Computer Vision (ICCV), 2021.

All Characteristics Preservation: Single Image Dehazing based on Hierarchical Detail Reconstruction Wavelet Decomposition Network

Wei-Ting Chen, Hao-Yu Feng, Cheng-Che Tsai, Jian-Jiun Ding, and Sy-Yen Kuo

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Sep., 2021.

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal

Wei-Ting Chen, Hao-Yu Feng, Jian-Jiun Ding, Cheng-Che Tsai, and Sy-Yen Kuo

European Conference on Computer Vision (ECCV), Aug., 2020.

修課紀錄
  • 電腦視覺

  • 演算法

  • 時頻分析和小波轉換

程式語言

Python, Matlab, C++

機器學習框架

Pytorch, Keras