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Backend Engineer @FunNow - 即時預訂都會享樂的第一選擇
2023 ~ Present
後端工程師
Within one month
Vincent Chi Modern PHP 開發者,精通 Laravel github.com/chivincent  chivincent.net [email protected] 技能 Modern PHP 熟悉 Modern PHP (7/8+) 精通 Laravel 框架 SRE, DevOps 雲端服務:GCP, AWS 容器化:Docker 工具:Kubernetes, Terraform 工作經歷 Rosetta.ai(太米股份有限公司):軟體工程師(後端) 2020/10 ~ 2021/12 維護既有 API 服務 PHP 7.3, Laravel 5.4 重
Modern PHP
PHP
Go
Unemployed
Not open to opportunities
Full-time / Not interested in working remotely
6-10 years
國立中正大學
通訊工程
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Avatar of the user.
SRE @書亞集成股份有限公司
2019 ~ Present
後端工程師 / 主管
More than one year
PHP
MySQL database design
CodeIgniter
Employed
Full-time / Interested in working remotely
6-10 years
銘傳大學
資訊工程學系
Avatar of 鄭一翔.
Avatar of 鄭一翔.
Director @朕來雲端工作室
2023 ~ Present
管理職
Within one month
.教育平台及年級自動變化資料 2.排班&主動派工分配 3.生物辨識系統 4.遠端IOT操控 主要技術背景: Node.js (mosquitto、sails)、PHP(Laravel、CodeIgniter)、Js(Jquery、React、Angular)、MongoDB、MariaDB、AWS、Git 公司貢獻: 主要開發者、SPEC建立、雲端平台建置、產品時程掌控、人員培訓 隆福行股份有限公司 , 資訊
AWS
Node.js
PHP
Employed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
輔仁大學
資訊管理
Avatar of 黃季承.
Avatar of 黃季承.
Past
後端工程師 & DevOps @創業家兄弟Kuobrothers Corp.
2022 ~ 2024
Senior Backend Engineer | DevOps | SRE
Within one month
驗] 1. 使用 PHP 與 CodeIgniter 開發後端應用程式 2. 以 Queue Worker 取代例行性排程並解決重試問題 3. 導入與應用 Clean Architecture 降低龐大服務開發新功能的成本 4. 生活市集即享券與實名制校驗主開發者,協助需求分析、討論時程與實作上線 5. 於 Scrum Retrospective 提出討
AWS
CI/CD Drone
Cloudflare
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taipei University of Technology
資工系
Avatar of Ryan Po-Hsuan Chang.
Avatar of Ryan Po-Hsuan Chang.
資深全端工程師 @誠諾工程技術股份有限公司
2023 ~ Present
Front-End / Back-End / Full Stack Web Developer
Within one month
新手工程師開發。 .內部系統、委託建置網站之建置部署。 .優化內部開發流程。 主要使用技術: .前端 Next (React), Next UI, Vue 3, TypeScript, SCSS, Tailwind CSS .後端 PHP, Laravel, MSSQL, Linux, RabbitMQ。 體育發展組資訊工程師 • 國立中山大學 National Sun Yat-Sen University 六月九月 2023 部署自行開發之SportEvent Pro 5系統作為本校競賽管
Vue.js
JavaScript
Python
Employed
Ready to interview
Full-time / Remote Only
4-6 years
國立中山大學 National Sun Yat-Sen University
人文暨科技跨領域學士學位學程
Avatar of the user.
Avatar of the user.
Android Engineer @華碩電腦股份有限公司
2014 ~ Present
Android Developer
Within one month
Java
Kotlin
Android
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
資訊工程學系
Avatar of Aron Yu.
Avatar of Aron Yu.
Past
server engineer @曉數碼
backend engineer
Within one month
帶同行人數,飯團會依據參加的客製化選項調整價格。會員購買商品達一定額度時,會贈送 VIP。 系統轉移 System Data Transfer 將原本由Php寫成的網站改為使用Rails重刻, 在最大限度保留舊系統資料的條件下規劃開發新系統, 並在開發完成後一天之內完成新
JavaScript
Ruby on Rails
Git
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
Avatar of the user.
Avatar of the user.
軟體工程師 @Gamma Ray 軟體工作室
2020 ~ Present
軟體工程師
Within one month
Java
Android
Python
Employed
Ready to interview
Full-time / Remote Only
6-10 years
國立聯合大學
資訊工程學系
Avatar of 吳品儒.
Avatar of 吳品儒.
高級軟體工程師 @Ganzin technology
2023 ~ Present
Unity Developer
Within one month
吳品儒 「遊戲」與「擴增實境AR」開發者。熱衷於學習新技術與製作創新的遊戲,未來目標是能做出能AR與遊戲結合的新穎作品。 Taipei, Taiwan 學歷National Taipei University of Technology 資訊工程學系 工作經歷 高級軟體工程師 Ganzin technology • 四月Present 主要項目為Unity SDK的開發與維護,並根據需求製
Unity3D
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
資訊工程學系
Avatar of Arxing.
Avatar of Arxing.
Android Engineer @Pinkoi
2021 ~ Present
Senior Android Developer
Within two months
/Dart) 「內部金流到帳通知系統」設計及開發(Android/Java/Xposed) Intellij-Based IDE Plugin 開發(Intellij-Based Framework/Java) Dart 主控台工具開發(Dart) Telegram Bot 自動化機器人開發(Dart) Laravel 後端 API 開發(Laravel/PHP) 專案管理: GitHub Issues/Telegram 賽席爾商索特股份有限公司, Android Developer, Jun 2017 ~ Jun 2018 Android 專案開發 AWS S3/Lamb...
Android
Java
Dart
Employed
Ready to interview
Full-time / Remote Only
6-10 years
勤益科技大學
資訊工程系

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Kaohsiung City, Taiwan
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Zabnbzf2ltrt9qvrrkph

杜威慶

我是杜威慶,畢業於國立臺南大學資訊工程研究所,擔任軟體工程師。 負責在微軟平台上的Corel公司的大型修圖軟體,研發與維護的工作,雖然自己專長是IoT方面,但在工作上不會因此受限,反而會與同事或主管一起研究找出適合的圖像處理演算法再透由OpenCV去實現。對於學習新的知識有著強烈的企圖心與積極的心。

工作中大量使用Python、C/C++參與多項Paint shop新功能開發,也能快速配合客戶的需求,不侷限於RD的職位,會與QA合作與溝通,盡可能減少side effect。我也會利用空閒時間進修新的知識理論,讓自己更快適應日新月異的科技環境,並樂於分享使自己和團隊更進步。
My name is WEI-QING, DU. I graduated from the Institute of Computer Science, National Tainan University. I am currently working at Ulead Digital Technology as a software engineer. 

I responsible for the research, development and maintenance of Corel’s  application software on the Microsoft platform. Although my expertise is in Internet of Things(IoT), I don't put limits on myself. 

The image processing algorithm is then implemented by OpenCV. Have a strong ambition and positive heart for learning new knowledge. I use Python and C/C++ extensively in my work to participate to develop features in the PaintShop Pro(PSP) . Find suitable algorithms to satisfy customer's request. I also cooperating and communicating with QA to minimize side effects. 

軟體工程師 Software Engineer
TNN,TW
工作相關邀約請聯繫:[email protected]
固定參與社群:
Taiwan 程式語言讀書會

KSDG - 高雄軟體開發者社群



學歷/ Education

國立臺南大學(National University of Tainan), Sep 2015 - Jul 2017

科系:資訊工程研究所 Institute of Computer Science。 

學歷:碩士 Master's degree

碩士論文: Energy- Efficient Data Collection Using Mobile Robot in Wireless Sensor Networks (WSN)。

Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

崑山科技大學(Kun Shan University) ,Sep 2011 - Jun 2015

科系:電腦與通訊系 Department of Computer and Communication
學歷:學士 Bachelor
專題製作: 心電圖量測系統。


Experiences 00 01@2x 6daa47d1df70d315f129dcecdd562003831581c4cdd8f9c819aa22d4a24ae150

經歷 / Experience

友立數位科技有限股份公司 Ulictek, Oct 2018 - now

前身為製作photo impact軟體的友立資訊,目前提供專業的圖像處理的服務。
Ulictek used to be a company that produced photo impact software, and currently provides professional image processing services.
  • 大量使用OpenCV,節省60%的開發時間。
  • Use OpenCV extensively, saving 60% of development time.
  • 我目前負責開發與維護Corel公司的大型修圖軟體 Paint shop (PSP)2020。 
  • I am currently responsible for the development and maintenance of Corel's  software Paint shop (PSP) 2020.
  • 在半年時間合作開發新功能Refine Brush,並且建立新的UI。 
  • In half a year, we cooperated to develop the new feature of Refine Brush and build a new UI.
  • Refine Brush方便使用者,在去除背景時,同時連細微髮絲,都能夠選取的到。
  • Refine Brush is convenient for users when they removing the background even the fine hair can be selected.
  •  Refine Brush介紹影片。
  • 開發AI的方式處理有雜訊的圖片。(Super Resolution Deep Learning)
  • Developed AI to process noisy pictures.


科技部計畫 (Ministry of Science and Technology): 無線與可充電感測網路中設計與實作能源效率移動機器人資料收集與無線充電策略,Aug 2017

  • 在研討會獲得報告的機會後,再將無線充電議題融入到自己研究中,並撰寫科技部計畫書。最後獲得科技部計畫經費補助,也讓自己的研究成果具有發展潛力。 科技部計畫編號: MOST-106-2221-E-024 -002 -MY2。

獲第十三屆無線、隨意及感測網路研討會議接受為口頭報告發表,Aug 2017

  •   專注於Robot路徑研究,如何讓路竟能更短,將自己幾番改進、研讀、實作制做成論文,並投稿於研討會。榮幸能獲得主辦單位認同,有機會在會議中報告給師長與先進前輩聽,從中獲得不錯的建議。

書卷獎,Sep 2011 - Jun 2015

  • 因為大學期間,懂得分配讀書時間,使得自己成績優異,每學期都獲得書卷獎的殊榮,自己的努力受到認同與獎勵。

大學專題-心電圖量測系統,Mar 2014 – Jun 2015

  • 由於現今人們生活忙碌,各種壓力與疲勞造成身體上疾病的發生。  然而以心臟方面疾病更是長年高居國人十大死因前幾名,經此專題製作開發居家便利使用的簡易心臟之心電圖量測裝置。  本專題開發一套簡易型、低價位生理訊號量測模組,採用類比訊號測量電路、MSP430 微處理器、藍牙無線傳輸模組所組成,可進行簡易之心電圖量測系統。

全國LED創意設計競賽-決選入選,Feb 2013

  • 參賽組別:應用產設計組。
  • 作品名稱:彩光。
  • 以向日葵為外型,一開始製作LED的電路板,配合Microchip Technology的開發板連結紅外線感測器,使得LED有不同的變化。

技能 Skills


C/C++

開發TI MSP430、Microchip

Developed TI MSP430、Microchip.

自走車的API

API for self-propelled vehicles.

Windows大型軟體開發。

Windows large-scale software development.

微軟基礎類別庫,Microsoft Foundation Classes (MFC)。


Front-end

-Corel Paintshop 2021 UI建置

-HTML

-Angular

-Javascript




C#

-視窗設計

-Window design
-UI介面設計

-UI interface design


開發工具 Development tools

-JetBrains 

-Eclipse 

-VS (Visual Studio)

-VScode


Python

-Web Crawler.

-Test the algorithm.

-Evaluate the performance.


Tools

-Git
-Sourcetree
-Fork

Domain Driven Design(Studying)

-程式碼即是文件。

The code is the document.

-加強與非技術人員的溝通。

Strengthen communication with non-technical personnel.

-加速團隊的開發。

Accelerate team development.




專案經歷 Project experience


Electrocardiography(ECG)

-使用開發板TI MSP430

Use the development board TI MSP430.

-撰寫C/C++

Compose C/C++.

-擷取人體的心電訊號

Capture the body's ECG signal.


手機繪製心電圖

-透過藍芽模組,將心電訊號傳至手機中

Transmit the ECG signal to the mobile phone through the Bluetooth module.
-撰寫Android將訊號繪製出來

Compose Android to draw the signal.


Arduino IoT BOE-BOT (ABB Car)

-使用Arduino IoT BOE-BOT (ABB Car)

Use Arduino IoT BOE-BOT (ABB Car)

-撰寫C/C++

Compose C/C++.

-撰寫車子向前、左、右、後的API

Compose the API of the car forward, left, right and back.


Looking for the scooter with smartphone based on BLE (  Bluetooth Low Energy)

-先把BLE設備放進機車裡,當靠近BLE設備時發出聲音提醒使用者

Put the BLE device in the scooter first, and make a sound to remind the user when approaching the BLE device.
-撰寫Android BLE 程式

Write Android BLE program.

-利用RSSI換成距離,利用距離去判斷是否靠近了機車。

Use RSSI to change distance, use distance to judge whether you are approaching the scooter.



Website of C language teaching

-利用HTML5架構出c語言教學的網頁

 Use HTML5 framework to produce c language teaching web page.


Using Smart Phone accelerometers for activity recognition

-利用手機的三軸加速器收集資料

Use the mobile phone's three-axis accelerator to collect data.
-43個特徵值和k nearest neighbors (KNN)的演算法

43 features ​​and k nearest neighbors (KNN) algorithm

-Android程式,去構成一個可以,辦認坐下、站立走路、騎車、跑步、上樓梯、下樓梯的APP。

Worte android APP that can recognize sitting, standing and walking, cycling, running, upstairs, and downstairs.



Anti theft system based on deep learning

-預計使用pytorch 。(研讀中) 
Expect to use pytorch. (Studying)
-預計會使用論文推薦的CNN model ResNet-50來訓練。(研讀中)
It is expected to use the CNN model ResNet-50 recommended by the paper for training.(Studying)
-將會使用攝影機連結raspberry pi,擷取影像,輸入至test model,去判斷,目前進來的物體,是否為人。(暫時構想)
A camera will be used to connect to the raspberry pi, capture the image, and input it into the test model to determine whether the object currently coming in is a person. (Tentative idea)

Python crawler from Xuite

-在瀏覽相簿時,喜歡的照片必須要手動下載,非常麻煩。

When browsing the album, the favorite photos must be downloaded manually, which is very troublesome

-使用Python的BeautifulSoup抓出html tags將圖片下載下來。

Use Python's BeautifulSoup to grab html tags and download the image



Wireless Sensor Networks Mobile Robots

-碩士論文研究題目:無線感測網路中具能源效率之移動機器人資料收集之研究

Master's thesis research topic: Research on data collection of energy-efficient mobile robots in wireless sensor networks

-研究如何縮短Mobile Robot在物聯網(IoT)裡的無線感測網路裡資料收集路徑的問 題,能達到減少Robot移動上的能量耗損。

Research on how to shorten the data collection path of the Mobile Robot in the wireless sensing network in the Internet of Things (IoT), so as to reduce the energy consumption of Robot movement

-使用Java Swing建構模擬介面。

Use Java Swing to construct a simulation interface

-內部用Java實現最短路徑演算法。

Implement the shortest path algorithm in Java


Search-by-image

-Use tensorflow to train the model with CIFAR-10 wrote by Python.
-目前準確率能到79%,未來會試不同的CNN models,提高準確率。
The current accuracy rate can reach 79%. In the future, different CNN models will be tried to improve the accuracy rate.
-把tensorflow的model轉成Open Neural Network Exchange (ONNX )的格式。
Convert tensorflow model to Open Neural Network Exchange (ONNX) format.
-利用C#撰寫UI,讀取ONNX的model,辨識完圖片後,會依圖片的種類去找相似圖片的資料夾。
Use C# to build UI, read ONNX model to recognize the images, it will find the folder of similar one according to the type of images.





Resume
Profile
Zabnbzf2ltrt9qvrrkph

杜威慶

我是杜威慶,畢業於國立臺南大學資訊工程研究所,擔任軟體工程師。 負責在微軟平台上的Corel公司的大型修圖軟體,研發與維護的工作,雖然自己專長是IoT方面,但在工作上不會因此受限,反而會與同事或主管一起研究找出適合的圖像處理演算法再透由OpenCV去實現。對於學習新的知識有著強烈的企圖心與積極的心。

工作中大量使用Python、C/C++參與多項Paint shop新功能開發,也能快速配合客戶的需求,不侷限於RD的職位,會與QA合作與溝通,盡可能減少side effect。我也會利用空閒時間進修新的知識理論,讓自己更快適應日新月異的科技環境,並樂於分享使自己和團隊更進步。
My name is WEI-QING, DU. I graduated from the Institute of Computer Science, National Tainan University. I am currently working at Ulead Digital Technology as a software engineer. 

I responsible for the research, development and maintenance of Corel’s  application software on the Microsoft platform. Although my expertise is in Internet of Things(IoT), I don't put limits on myself. 

The image processing algorithm is then implemented by OpenCV. Have a strong ambition and positive heart for learning new knowledge. I use Python and C/C++ extensively in my work to participate to develop features in the PaintShop Pro(PSP) . Find suitable algorithms to satisfy customer's request. I also cooperating and communicating with QA to minimize side effects. 

軟體工程師 Software Engineer
TNN,TW
工作相關邀約請聯繫:[email protected]
固定參與社群:
Taiwan 程式語言讀書會

KSDG - 高雄軟體開發者社群



學歷/ Education

國立臺南大學(National University of Tainan), Sep 2015 - Jul 2017

科系:資訊工程研究所 Institute of Computer Science。 

學歷:碩士 Master's degree

碩士論文: Energy- Efficient Data Collection Using Mobile Robot in Wireless Sensor Networks (WSN)。

Experiences 00 00@2x 504900dc09d82f711fdb54cf5763251cab5193a844856da978b2b8f3907ecd5a

崑山科技大學(Kun Shan University) ,Sep 2011 - Jun 2015

科系:電腦與通訊系 Department of Computer and Communication
學歷:學士 Bachelor
專題製作: 心電圖量測系統。


Experiences 00 01@2x 6daa47d1df70d315f129dcecdd562003831581c4cdd8f9c819aa22d4a24ae150

經歷 / Experience

友立數位科技有限股份公司 Ulictek, Oct 2018 - now

前身為製作photo impact軟體的友立資訊,目前提供專業的圖像處理的服務。
Ulictek used to be a company that produced photo impact software, and currently provides professional image processing services.
  • 大量使用OpenCV,節省60%的開發時間。
  • Use OpenCV extensively, saving 60% of development time.
  • 我目前負責開發與維護Corel公司的大型修圖軟體 Paint shop (PSP)2020。 
  • I am currently responsible for the development and maintenance of Corel's  software Paint shop (PSP) 2020.
  • 在半年時間合作開發新功能Refine Brush,並且建立新的UI。 
  • In half a year, we cooperated to develop the new feature of Refine Brush and build a new UI.
  • Refine Brush方便使用者,在去除背景時,同時連細微髮絲,都能夠選取的到。
  • Refine Brush is convenient for users when they removing the background even the fine hair can be selected.
  •  Refine Brush介紹影片。
  • 開發AI的方式處理有雜訊的圖片。(Super Resolution Deep Learning)
  • Developed AI to process noisy pictures.


科技部計畫 (Ministry of Science and Technology): 無線與可充電感測網路中設計與實作能源效率移動機器人資料收集與無線充電策略,Aug 2017

  • 在研討會獲得報告的機會後,再將無線充電議題融入到自己研究中,並撰寫科技部計畫書。最後獲得科技部計畫經費補助,也讓自己的研究成果具有發展潛力。 科技部計畫編號: MOST-106-2221-E-024 -002 -MY2。

獲第十三屆無線、隨意及感測網路研討會議接受為口頭報告發表,Aug 2017

  •   專注於Robot路徑研究,如何讓路竟能更短,將自己幾番改進、研讀、實作制做成論文,並投稿於研討會。榮幸能獲得主辦單位認同,有機會在會議中報告給師長與先進前輩聽,從中獲得不錯的建議。

書卷獎,Sep 2011 - Jun 2015

  • 因為大學期間,懂得分配讀書時間,使得自己成績優異,每學期都獲得書卷獎的殊榮,自己的努力受到認同與獎勵。

大學專題-心電圖量測系統,Mar 2014 – Jun 2015

  • 由於現今人們生活忙碌,各種壓力與疲勞造成身體上疾病的發生。  然而以心臟方面疾病更是長年高居國人十大死因前幾名,經此專題製作開發居家便利使用的簡易心臟之心電圖量測裝置。  本專題開發一套簡易型、低價位生理訊號量測模組,採用類比訊號測量電路、MSP430 微處理器、藍牙無線傳輸模組所組成,可進行簡易之心電圖量測系統。

全國LED創意設計競賽-決選入選,Feb 2013

  • 參賽組別:應用產設計組。
  • 作品名稱:彩光。
  • 以向日葵為外型,一開始製作LED的電路板,配合Microchip Technology的開發板連結紅外線感測器,使得LED有不同的變化。

技能 Skills


C/C++

開發TI MSP430、Microchip

Developed TI MSP430、Microchip.

自走車的API

API for self-propelled vehicles.

Windows大型軟體開發。

Windows large-scale software development.

微軟基礎類別庫,Microsoft Foundation Classes (MFC)。


Front-end

-Corel Paintshop 2021 UI建置

-HTML

-Angular

-Javascript




C#

-視窗設計

-Window design
-UI介面設計

-UI interface design


開發工具 Development tools

-JetBrains 

-Eclipse 

-VS (Visual Studio)

-VScode


Python

-Web Crawler.

-Test the algorithm.

-Evaluate the performance.


Tools

-Git
-Sourcetree
-Fork

Domain Driven Design(Studying)

-程式碼即是文件。

The code is the document.

-加強與非技術人員的溝通。

Strengthen communication with non-technical personnel.

-加速團隊的開發。

Accelerate team development.




專案經歷 Project experience


Electrocardiography(ECG)

-使用開發板TI MSP430

Use the development board TI MSP430.

-撰寫C/C++

Compose C/C++.

-擷取人體的心電訊號

Capture the body's ECG signal.


手機繪製心電圖

-透過藍芽模組,將心電訊號傳至手機中

Transmit the ECG signal to the mobile phone through the Bluetooth module.
-撰寫Android將訊號繪製出來

Compose Android to draw the signal.


Arduino IoT BOE-BOT (ABB Car)

-使用Arduino IoT BOE-BOT (ABB Car)

Use Arduino IoT BOE-BOT (ABB Car)

-撰寫C/C++

Compose C/C++.

-撰寫車子向前、左、右、後的API

Compose the API of the car forward, left, right and back.


Looking for the scooter with smartphone based on BLE (  Bluetooth Low Energy)

-先把BLE設備放進機車裡,當靠近BLE設備時發出聲音提醒使用者

Put the BLE device in the scooter first, and make a sound to remind the user when approaching the BLE device.
-撰寫Android BLE 程式

Write Android BLE program.

-利用RSSI換成距離,利用距離去判斷是否靠近了機車。

Use RSSI to change distance, use distance to judge whether you are approaching the scooter.



Website of C language teaching

-利用HTML5架構出c語言教學的網頁

 Use HTML5 framework to produce c language teaching web page.


Using Smart Phone accelerometers for activity recognition

-利用手機的三軸加速器收集資料

Use the mobile phone's three-axis accelerator to collect data.
-43個特徵值和k nearest neighbors (KNN)的演算法

43 features ​​and k nearest neighbors (KNN) algorithm

-Android程式,去構成一個可以,辦認坐下、站立走路、騎車、跑步、上樓梯、下樓梯的APP。

Worte android APP that can recognize sitting, standing and walking, cycling, running, upstairs, and downstairs.



Anti theft system based on deep learning

-預計使用pytorch 。(研讀中) 
Expect to use pytorch. (Studying)
-預計會使用論文推薦的CNN model ResNet-50來訓練。(研讀中)
It is expected to use the CNN model ResNet-50 recommended by the paper for training.(Studying)
-將會使用攝影機連結raspberry pi,擷取影像,輸入至test model,去判斷,目前進來的物體,是否為人。(暫時構想)
A camera will be used to connect to the raspberry pi, capture the image, and input it into the test model to determine whether the object currently coming in is a person. (Tentative idea)

Python crawler from Xuite

-在瀏覽相簿時,喜歡的照片必須要手動下載,非常麻煩。

When browsing the album, the favorite photos must be downloaded manually, which is very troublesome

-使用Python的BeautifulSoup抓出html tags將圖片下載下來。

Use Python's BeautifulSoup to grab html tags and download the image



Wireless Sensor Networks Mobile Robots

-碩士論文研究題目:無線感測網路中具能源效率之移動機器人資料收集之研究

Master's thesis research topic: Research on data collection of energy-efficient mobile robots in wireless sensor networks

-研究如何縮短Mobile Robot在物聯網(IoT)裡的無線感測網路裡資料收集路徑的問 題,能達到減少Robot移動上的能量耗損。

Research on how to shorten the data collection path of the Mobile Robot in the wireless sensing network in the Internet of Things (IoT), so as to reduce the energy consumption of Robot movement

-使用Java Swing建構模擬介面。

Use Java Swing to construct a simulation interface

-內部用Java實現最短路徑演算法。

Implement the shortest path algorithm in Java


Search-by-image

-Use tensorflow to train the model with CIFAR-10 wrote by Python.
-目前準確率能到79%,未來會試不同的CNN models,提高準確率。
The current accuracy rate can reach 79%. In the future, different CNN models will be tried to improve the accuracy rate.
-把tensorflow的model轉成Open Neural Network Exchange (ONNX )的格式。
Convert tensorflow model to Open Neural Network Exchange (ONNX) format.
-利用C#撰寫UI,讀取ONNX的model,辨識完圖片後,會依圖片的種類去找相似圖片的資料夾。
Use C# to build UI, read ONNX model to recognize the images, it will find the folder of similar one according to the type of images.