R2 DAY2-04 Marsface Project: Detecting Pseudo-artificial Structures on Mars Speaker: Hideki Tanaka
The discovery of "Face on Mars" by NASA in 1976 has attracted widespread popular and scientific interest over the past few decades. In this project, we apply various object detection techniques, such as conventional haar-like feature based methods and state-of-the-art deep learning methods, in order to detect such pseudo-artificial structures on Mars and other planets. The scientific Python ecosystem plays a crucial role in the exploration.
About the speaker
Hideki Tanaka is a PyData.Tokyo organizer, optical design engineer, photographer based in Tokyo. He is a machine learning and deep learning enthusiast who is addicted to data science competitions.
PyCon APAC 2022|一般演講 Talks|國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助
✏️ 共筆 Note:https://hackmd.io/@pycontw/SkcqIpQko
?? Slido:https://app.sli.do/event/tAUZ1kB7EQJbQpbCvsvTse
? 投影片 Slides:https://www.canva.com/design/DAEyq1KSIoE/tnOz5wAsPUfuf_IEdTcUBw/view?utm_content=DAEyq1KSIoE&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton
? 語言 Language:英文 English
? 層級 Level:入門 Novice
? 分類 Category:教育 Education
? 摘要 Abstract ?
When I teach technology things to 12~15 years old students in the rural school, I realize that we need have some solutions like Raspberry Pi Pico + MicroPython for students. For the economic consideration, The PICO gives them friendly prices and creates more flexible things. And it's useful for their life in long-term regard. The technology community is a different environment for them but will play an essential role in inspiring them to change their life. In this talk, I will share my teaching experience of MicroPython combined with technology. I will share a middle school teacher's education case on developing a work, material preparation management, woodworking design, circuit design, and MicroPython writing electromechanical integration. Let the children know the outline of the world's technology and learn Python's practical skills.
? 說明 Description ?
I have watched the problem of the massive disparity between the rich and the poor globally for many years. And I decided to resign from my position in the technology industry for many years and came directly to teach.
As a teacher in the middle school in the rural and remote areas, I can be closer to the student and help them more. I hope they get more opportunities in the future through current technology education. And I found that the tools and materials used in science and technology education are often costly and cannot teach valuable things.
Here I want to share my actual case, how to use Raspberry Pi PICO, and some of my methods. To make science and technology education at a relatively low cost, I hope that everyone who pays attention to this issue around the world can have more choices and inspiration.
? 講者介紹 About Speaker - Milo Chen ?
In my achievement, I did LinkedIn 100,000+ followers (2017), Intel Award (2018), Stack overflow ranking top 1k~2k (2021), PyCon talk WebRTC (2021). My first time in to use Python 2.0 was in 2002. I used it to write TCP/IP programs. I have majored in law, electronics, and computer science. I like to be constantly exposed to new knowledge and new areas. -- I have made contributions to product innovation in industries such as electronics, automobiles, and medical systems and have served as a senior software engineer, product manager, and architect. Now I'm solving the problem of the global gap between the rich and the poor. -- Currently, I work as a science and technology teacher in a rural middle school. Whether it is developing and promoting the Sync Slide open source product (GPL 3) or incubating the Metaversity (Metaverse University) ecosystem, these are all strategies to solve the gap between the rich and the poor in the world. Because I want to improve the world's human gap.
#pycontw #pyconapac2022 #python #raspberrypipico #education
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https://www.youtube.com/watch?v=e7WSVXg-YAY
PyCon APAC 是全球 Python 社群的年度盛會。年會除了有 Python 各方面實例的精彩演講外,還聚集各領域應用 Python 的人交流彼此經驗,分享最新的技術發展。
PyCon APAC is a worldwide gathering of the Python community. In addition to diverse speech topics, the annual meeting also serves as a platform for Python professionals along with enthusiasts to exchange ideas, experiences, and the latest developments.
#python #pycontw #pyconapac2022
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https://www.youtube.com/watch?v=huI-6Zgql3c
PyCon Taiwan 2016|主題演講 Keynotes
? 說明 Description ?
系統軟體一般指編譯器、作業系統、虛擬機器,動態二進位轉換/編譯器一類所謂「比較硬」的軟體技術,往往需要搭配計算機架構 / 平行計算 / 網路架構 / GPU 等背景知識的熟稔,開發者必須破除典型以計算為主的思維,在系統層面觀察實際資料的流動,佐以軟硬體綜合規劃的方式去分析系統運作,從而改善效能。講者這四年在大學任教,就是帶著學生理解各式系統軟體,不乏「自幹」前述元件作為基礎訓練,過程中透過 Python 縮減系統驗證、自動化設計,以及視覺化的成本,希望藉由本議程分享相關經驗。
? 關於講者 About Speaker - Jim Huang (jserv) ?
Jim Huang, CTO of South Star Xelerator, is now building open source based commercial solutions for information infrastructure and robotics. After involved in Android Open Source Project, Jim specialises in real-time and computation optimizations to construct Linux based robots fitting for the industrial requirements. In addition, Jim teaches system software programming in National Cheng Kung University, Taiwan.
#python #pycontw #pycontw2016
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...
https://www.youtube.com/watch?v=DUctcdliyao
PyCon APAC 2022|一般演講 Talks|國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助
✏️ 共筆 Note:https://hackmd.io/@pycontw/Hyxfwpmyi
?? Slido:https://app.sli.do/event/99HovY4yo4krtEvBfDdYr5
? 語言 Language:中文演講/英文投影片 Chinese talk w. English slides
? 層級 Level:入門 Novice
? 分類 Category:應用 Application
? 摘要 Abstract ?
This talk will mainly focus on how to use Pub/Sub streaming client and BigQuery streaming client to continuously pull high volume of data out of BigQuery
? 說明 Description ?
Often, we continuously inject data to BigQuery in order to better analyze the data. However, there will be cases you want to provide raw data to 3rd party but you don’t want to grant them directly access to your private GCP project. In this talk, we will walk through how we can use BigQuery streaming client to pull high volume of data from BigQuery efficiently. Afterwards, we will combine it with Pub/Sub streaming client to trigger the downloading job together to achieve the goal of continuous data exporting
? 講者介紹 About Speaker - Yung-Chun Lu ?
Yung-Chun works a Senior Data engineer in Micron, a leading producer of computer memory and storage solutions, to build intelligent data services to improve the manufacturing processes.
#pycontw #pyconapac2022 #python #bigquery #pubsub
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...
https://www.youtube.com/watch?v=rCl_G2j8fcI
Day 1, R2 15:55–16:10
在大家越來越重視軟體品質的現在,測試所花的時間越來越重
這個議程將向大家分享講者在資源不足的新創公司是如何從寫內部工具開始一步一步把自動化測試建立起來的
Slides not uploaded by the speaker.
Speaker: Set Mao
Orderly - Full-Stack Engineer
...
https://www.youtube.com/watch?v=dxBRH3NChEg