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Taiwan
Taiwan Province, Taiwan
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National Taiwan University
國立台灣大學
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Software engineer
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ACER 宏碁股份有限公司
適着三維科技股份有限公司 TG3D Studio Inc.
Interested in working remotely
Part-time freelancer
English - Fluent
English
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Software engineer
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Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Patrick Hsu
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
・
2021 ~ Present
Software Engineer
Within one month
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
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Full-time / Interested in working remotely
4-6 years
國立台灣大學
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生物產業機電工程所

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Definition of Reputation Credits

Technical Skills
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Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Within six months
Avatar of CHUN-YU YU.
CHUN-YU YU
台灣桃園
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Unemployed
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Research / R&D
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Software, Hardware, Automatic Control
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1-2 years
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C#
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Chinese
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Software engineer
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台灣台北, 台灣高雄
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臺北大學
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資訊工程系
Print
Ikvvzhaogmmz95gfopfx

游竣宇

您好，我是游竣宇，畢業於淡江大學資訊工程學系

後於臺北大學就讀資工所，在碩士期間主要負責為影像處理以及人工智慧

本人樂於分享、熱愛學習


Software engineer
Taoyuan City，TW
[email protected]

技能簡介

程式語言工具

Python : Tensorflow, pytorch

C#：UI設計

C++ ：Opencv影像處理

類神經網路

-熟悉物件偵測網路架構：YOLO、Deep Snake、Yolact等

-熟悉Tensorflow, Pytorch等


基礎程式能力

版本控制：Git

網頁設計：Codeigniter、Django 

資料庫設計：MySQL

環境設置：CMake、pip、Anaconda

接案經驗

CASE 1：網頁撰寫(寂天雲端學習)

使用Codeigniter做為後端工具，主要為bug修復以及新功能的實現。

Experiences 00 00@2x

CASE 2：大貨車櫃號判別

該影像無法一次性包含此類大型車輛，因此利用切割法將貨車切分為車頭、貨櫃以及櫃號，不包含這三類的其餘車輛作為負樣本進行訓練，以frame數計算可成功判別的時序可到85%上下。

Experiences 00 00@2x

CASE 3：路口影像車輛追蹤

使用Multi-target Tracker的技術對路口進行多車輛追蹤，並對於每個車輛個體標上專屬編號，後續可利用車牌辨識技術將該編號替換成車牌號碼，以達到路口監視的功能。

Experiences 00 01@2x

CASE 4：魚眼影像分析車流量

透過路口全景攝影機影像，首先使用YOLOv3&YOLOv4作為物件偵測的網路架構，並將偵測物件進行後續追蹤，計數出以線段為主in/out方向車輛數量，實現路口車況擁塞情形與分析。

Experiences 00 02@2x

CASE 5：路口影像異常車流或是異常事件發生

以Deep Snake&Yolact的網路架構作為物件偵測的網路架構，其中運用校正法使車輛投射至俯視圖時可以較接近實際車輛位置，並對於校正後車輛進行追蹤，後續再將追蹤後車輛軌跡線以LSTM的網路架構預測其軌跡線，以此作為基準判斷有無異常情形發生。

Experiences 00 03@2x

CASE 6：醫學BCG&ECG信號處理

利用訊號處理的方式把可能的的波峰值標記，並過濾掉錯誤波峰值，後續可利用發生波峰值的時間序列判斷目前病人的生理狀況。

Experiences 00 03@2x
Resume
Profile
Print
Ikvvzhaogmmz95gfopfx

游竣宇

您好，我是游竣宇，畢業於淡江大學資訊工程學系

後於臺北大學就讀資工所，在碩士期間主要負責為影像處理以及人工智慧

本人樂於分享、熱愛學習


Software engineer
Taoyuan City，TW
[email protected]

技能簡介

程式語言工具

Python : Tensorflow, pytorch

C#：UI設計

C++ ：Opencv影像處理

類神經網路

-熟悉物件偵測網路架構：YOLO、Deep Snake、Yolact等

-熟悉Tensorflow, Pytorch等


基礎程式能力

版本控制：Git

網頁設計：Codeigniter、Django 

資料庫設計：MySQL

環境設置：CMake、pip、Anaconda

接案經驗

CASE 1：網頁撰寫(寂天雲端學習)

使用Codeigniter做為後端工具，主要為bug修復以及新功能的實現。

Experiences 00 00@2x

CASE 2：大貨車櫃號判別

該影像無法一次性包含此類大型車輛，因此利用切割法將貨車切分為車頭、貨櫃以及櫃號，不包含這三類的其餘車輛作為負樣本進行訓練，以frame數計算可成功判別的時序可到85%上下。

Experiences 00 00@2x

CASE 3：路口影像車輛追蹤

使用Multi-target Tracker的技術對路口進行多車輛追蹤，並對於每個車輛個體標上專屬編號，後續可利用車牌辨識技術將該編號替換成車牌號碼，以達到路口監視的功能。

Experiences 00 01@2x

CASE 4：魚眼影像分析車流量

透過路口全景攝影機影像，首先使用YOLOv3&YOLOv4作為物件偵測的網路架構，並將偵測物件進行後續追蹤，計數出以線段為主in/out方向車輛數量，實現路口車況擁塞情形與分析。

Experiences 00 02@2x

CASE 5：路口影像異常車流或是異常事件發生

以Deep Snake&Yolact的網路架構作為物件偵測的網路架構，其中運用校正法使車輛投射至俯視圖時可以較接近實際車輛位置，並對於校正後車輛進行追蹤，後續再將追蹤後車輛軌跡線以LSTM的網路架構預測其軌跡線，以此作為基準判斷有無異常情形發生。

Experiences 00 03@2x

CASE 6：醫學BCG&ECG信號處理

利用訊號處理的方式把可能的的波峰值標記，並過濾掉錯誤波峰值，後續可利用發生波峰值的時間序列判斷目前病人的生理狀況。

Experiences 00 03@2x