Homepage » ALL COURSE » College of Electrical and Computer Engineering » Creative Software Project (English) – 105 Academic Year | College of Electrical and Computer Engineering Prof. Xue-Cheng Wang
本課程是由 國立陽明交通大學電機工程學系 提供。
This course aims at developing software projects usable in real-world, and focuses on "learning by doing," "team work," and "research/startup oriented." We will cover fundamental and advanced development tools (git, ROS, OpenCV) in C++ or Python through "Duckietown," an open course "MIT 2.166 Autonomous Vehicles." Students are also welcome to form own teams and propose software projects (Android etc).
(This course is taught in English.)
Textbook:
1. Refactoring: Improving the Design of Existing Code, Martin Fowler.
2. Introduction to Autonomous Robots, Nikolaus Correll, 2015.
For perfect learning results, please buy textbooks!
Instructor(s) | College of Electrical and Computer Engineering Prof. Xue-Cheng Wang |
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Course Credits | 3 Credits |
Academic Year | 105 Academic Year |
Level | Junior |
Prior Knowledge | This course involve a fair amount of programming. Students who took probability, linear algebra, image processing, and computer vision are encouraged to join, but not required. |
Related Resources | Course Video Course Syllabus Course Calendar |
Week | Course Content | Course Video |
---|---|---|
單元1 Introduction to Creative Software Project | Watch Online | |
單元2 Self-driving Car Related Projects | Watch Online | |
單元3 Assitive Technology Related Projects | Watch Online | |
從視障者的日常生活,尋找創意解決方案 (1/2) | Watch Online | |
從視障者的日常生活,尋找創意解決方案 (2/2) | Watch Online | |
單元4 Duckietown Architecture | Watch Online | |
單元5 Duckietown Line Detector Python & CV | Watch Online | |
單元6 Python Tutorial & Lane Filter | Watch Online | |
【助教報告】 單元6 Duckietown Outreach | Watch Online | |
【助教報告】 單元6 Jupyter shortcuts | Watch Online | |
單元7 Lane Filter:Bayes’ Filter | Watch Online | |
【期中報告】 Group name:pacman Topic:Auto Parking Group member:洪禎浩、李奕欣、鄭景文 | Watch Online | |
【期中報告】 Group name:topbot Topic:自動跟隨式搬運機器人 Group member:歐彥宏、梁端凱、舒建傑、梁譯升 | Watch Online | |
【期中報告】 Group name:duckroach Topic:Duckiebot controller Group member:何登昇、廖品崴、邱冠彰 | Watch Online | |
【期中報告】 Group name:ffffteam Topic:自動停車系統 Group member:郭翊慶、蔡承縉、邱泓諭、盧昱彰 | Watch Online | |
【期中報告】 Group name:hercules Topic:Tiny Waiter Group member:郜漢光、呂宗哲、張碩文 | Watch Online | |
【期中報告】 Group name:sokoban Topic:Laborer for U Group member:林昂陽、徐湘權、唐英瀚、徐玠 | Watch Online | |
【期中報告】 Group name:littlecar Topic:抓蟲機器車 and Roadside assistance robot Group member:陳炯勛、曾思榮、林展維、陳怡君 | Watch Online | |
【期中報告】 Group name:agribot Topic:農業機器人 Group member:李云漢、呂紹篁、葉鎧瑋 | Watch Online | |
【期中報告】 Group name:carryou Topic:自動推車 Group member:陳冠宏、蔡秉燊、吳昇彥、徐傳恩 | Watch Online | |
【期中報告】 Group name:buyme Topic:救難小英雄 Group member:黃子桓、林彥廷、沈依儒、王郁馨 | Watch Online | |
【期中報告】深入報告與討論 | Watch Online | |
單元10 Object Detectors | Watch Online | |
【助教報告】 單元10 Object Detectors | Watch Online | |
單元11 Path Planning | Watch Online | |
【助教報告】 單元11 Path Planning | Watch Online | |
單元12 Problem Formulation | Watch Online | |
【助教報告】 單元12 Problem Formulation | Watch Online | |
單元13 Duckietown Unit Test | Watch Online | |
【助教報告】 單元13 Duckietown Unit Test | Watch Online | |
【實際測試】 單元13 Duckietown Unit Test | Watch Online | |
單元14 Duckietown Description | Watch Online | |
【助教報告】 單元14 Duckietown Description | Watch Online | |
【實際測試】 單元14 Duckietown Description | Watch Online | |
【期末報告】 Group name:buyme Topic:救難小英雄 Group member:黃子桓、林彥廷、沈依儒、王郁馨 | Watch Online | |
【期末報告】 Group name:carryou Topic:自動推車 Group member:陳冠宏、蔡秉燊、吳昇彥、徐傳恩 | Watch Online | |
【期末報告】 Group name:agribot Topic:農業機器人 Group member:李云漢、呂紹篁、葉鎧瑋 | Watch Online | |
【期末報告】 Group name:littlecar Topic:抓蟲機器車 and Roadside assistance robot Group member:陳炯勛、曾思榮、林展維、陳怡君 | Watch Online | |
【期末報告】 Group name:littlecar Topic:抓蟲機器車 and Roadside assistance robot Group member:陳炯勛、曾思榮、林展維、陳怡君 | Watch Online | |
【期末報告】 Group name:sokoban Topic:Laborer for U Group member:林昂陽、徐湘權、唐英瀚、徐玠 | Watch Online | |
【期末報告】 Group name:hercules Topic:Tiny Waiter Group member:郜漢光、呂宗哲、張碩文 | Watch Online | |
【期末報告】 Group name:ffffteam Topic:自動停車系統 Group member:郭翊慶、蔡承縉、邱泓諭、盧昱彰 | Watch Online | |
【期末報告】 Group name:duckroach Topic:Duckiebot controller Group member:何登昇、廖品崴、邱冠彰 | Watch Online | |
【期末報告】 Group name:topbot Topic:自動跟隨式搬運機器人 Group member:歐彥宏、梁端凱、舒建傑、梁譯升 | Watch Online | |
【期末報告】 Group name:pacman Topic:Auto Parking Group member:洪禎浩、李奕欣、鄭景文 | Watch Online | |
課程回顧 | Watch Online |
課程目標
This course aims at developing software projects usable in real-world, and focuses on "learning by doing," "team work," and "research/startup oriented." We will cover fundamental and advanced development tools (git, ROS, OpenCV) in C++ or Python through "Duckietown," an open course "MIT 2.166 Autonomous Vehicles." Students are also welcome to form own teams and propose software projects (Android etc).
課程章節
章節 | 章節內容 |
單元一 | Introduction to Creative Software Project |
單元二 | Self-driving Car Related Projects |
單元三 | Assitive Technology Related Projects |
單元四 | Duckietown Architecture |
單元五 | Duckietown Line Detector Python & CV |
單元六 | Python Tutorial & Lane Filter |
單元七 | Lane Filter:Bayes’ Filter |
單元十 | Object Detectors |
單元十一 | Path Planning |
單元十二 | Problem Formulation |
單元十三 | Duckietown Unit Test |
單元十四 | Duckietown Description |
課程書目
1. Refactoring: Improving the Design of Existing Code, Martin Fowler.
2. Introduction to Autonomous Robots, Nikolaus Correll, 2015.
課程參考資料
1. http://duckietown.mit.edu/
2. http://news.mit.edu/2016/self-driving-cars-meet-rubber-duckies-0420
評分標準
學期作業
Students will work in teams, with 2-3 people who have diverse background for collaborative efforts in hardware and software. Each team can choose either 1) a challenge in “Duckietown” or 2) your choice of project to be useable for at least one real person (client).
考試狀況
There will be midterm/final presentations and in-class quiz/discussions.
評量方法
Class Participation, In Class Quiz, Problem Sets (10%)
Midterm Presentation (30%)
Final Presentation (30%)
Project Report & Demo Video (30%)
本課程行事曆提供課程進度與考試資訊參考。
學期週次 | 上課日期 | 參考課程進度 |
第一週 | 2016/09/12 |
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第二週 | 2016/09/19 |
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第三週 | 2016/09/26 |
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第四週 | 2016/10/03 |
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第五週 | 2016/10/10 |
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第六週 | 2016/10/17 |
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第七週 | 2016/10/24 |
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第八週 | 2016/10/31 |
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第九週 | 2016/11/07 |
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第十週 | 2016/11/14 |
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第十一週 | 2016/11/21 |
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第十二週 | 2016/11/28 |
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第十三週 | 2016/12/05 |
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第十四週 | 2016/12/12 |
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第十五週 | 2016/12/19 |
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第十六週 | 2016/12/26 |
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第十七週 | 2017/01/02 |
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第十八週 | 2017/01/09 |
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