PyCon Taiwan 2016｜一般演講 Talks ? 摘要 Abstract ? In relation to Internet of Things, micro services, and big data, a developer is easily being expected to handle the stream of data flow. A growing fantasy of Reactive programming is being told that a paradigm can help people to face these challenges in theory and practice and to make life easier. Is it True? Or, does it SCALE? Join the quest to to discover reactive design and data workflow implemented in Python. We’ll inspect their features and use cases of reactive programming, to name a few, Python built-in, PyFunctional, RxPy, Flexx, async and await (and asyncio), Promise, … etc., study their best practices, and discover the elegant part compared with commonly seen sequential chaining. We also want to know when it may complicate your code. ? 關於講者 About Speaker - Keith Yang ? 最近覺得邊騎室內腳踏車邊用電腦，離開臉書與 IG 的精神（神經？）生活很不賴。讓這隻小白鼠從大眾心理控制實驗學裡喘了一小口氣。 Recently he enjoys skateboard commute, still coffee-achemy, and indoor cycle while programming or gaming, an awesome mind vocation of leaving FB and IG. Keith is the founder and co-organizer of Taipei.py, largest Python user group in Taiwan, a Lead Software Engineer at iCHEF, and was Chairperson of PyCon APAC 2015. His work mostly focuses on web/backend/cloud services since 2006, and he hands on kernel tools of virtualization on hypervisors in 2016. #python #pycontw #pycontw2016 Follow “PyCon Taiwan” ⭐️ Official Website: https://tw.pycon.org ⭐️ Facebook: https://www.facebook.com/pycontw ⭐️ Instagram: https://www.instagram.com/pycontw ⭐️ Twitter: https://twitter.com/PyConTW ⭐️ LinkedIn: https://www.linkedin.com/company/pycontw ⭐️ Blogger: https://pycontw.blogspot.com ... https://www.youtube.com/watch?v=Jdir84yZsVo

PyCon APAC 2022｜主題演講 Keynotes｜國泰金控 Cathay Financial Holdings / 美光科技 Micron 冠名贊助 ? 投影片 Slides：https://github.com/vstinner/talks/blob/main/2022-PyconAPAC/python-incompatible-changes.pdf ? 說明 Description ? How does Python introduce incompatible changes? How are projects dealing with them? Reverting a few changes breaking most projects. ? 講者介紹 About Speaker - Victor Stinner ? Senior Software Engineer at Red Hat, maintains Python upstream and downstream (RHEL and Fedora). Python core developer since 2010. #python #pycontw #pyconapac2022 Follow “PyCon Taiwan” ⭐️ Official Website: https://tw.pycon.org ⭐️ Facebook: https://www.facebook.com/pycontw ⭐️ Instagram: https://www.instagram.com/pycontw ⭐️ Twitter: https://twitter.com/PyConTW ⭐️ LinkedIn: https://www.linkedin.com/company/pycontw ⭐️ Blogger: https://pycontw.blogspot.com ... https://www.youtube.com/watch?v=P-2riG7eegg

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/HkTp86XJs ?? Slido：https://app.sli.do/event/peUkfwVcPamsp56SBtkm8W ? 語言 Language：英文 English ? 層級 Level：中階 Intermediate ? 分類 Category：其他 Other ? 摘要 Abstract ? By using Streamlit and streamlit-webrtc, we can create web-based real-time computer vision apps only with ~10 or 20 additional lines of Python code. It's a new easy way to turn computer vision models into web-based demos and has some advantages over the conventional ways which use OpenCV. In this talk, I will demonstrate the development process using these libraries and show a variety of examples so that we see how easy and useful they are and can make use of them in daily development and research. ? 說明 Description ? Streamlit is a fast-growing framework with which developers can build web-based data apps only with Python code. streamlit-webrtc is a custom component for Streamlit which allows to use real-time video/audio streams on Streamlit apps. With a combination of these libraries, we can create web-based real-time video apps quickly. The speaker is the author of streamlit-webrtc, and has been selected as a member of the Streamlit Creators program for the contributions including it. A lightning talk about these technologies at PyCon JP 2021 is available: https://youtu.be/_LuLs8H1gJc About development using these libraries, following articles have been published: - Developing Web-Based Real-Time Video/Audio Processing Apps Quickly with Streamlit - Real-Time Video Streams With Streamlit-WebRTC As linked from the streamlit-webrtc repo, demo apps I have developed are available online: - Demo showcase including real-time object detection: https://share.streamlit.io/whitphx/streamlit-webrtc-example/main/app.py - Source code: https://github.com/whitphx/streamlit-webrtc-example/blob/main/app.py - Real-time Speech-to-Text: https://share.streamlit.io/whitphx/streamlit-stt-app/main/app_deepspeech.py - Source code: https://github.com/whitphx/streamlit-stt-app - Real-time style transfer: https://share.streamlit.io/whitphx/style-transfer-web-app/main/app.py - Source code: https://share.streamlit.io/whitphx/style-transfer-web-app/main/app.py - Real-time Tokyo 2020 Pictogram: https://share.streamlit.io/whitphx/tokyo2020-pictogram-using-mediapipe/streamlit-app - Source code: https://github.com/whitphx/Tokyo2020-Pictogram-using-MediaPipe - Video chat: online demo is not available because it does not have an auth mechanism and is only for private use. - Source code: https://github.com/whitphx/streamlit-video-chat-example ? 關於講者 About Speaker - Yuichiro Tachibana ? Yuichiro works as a professional software developer and also loves contributing to OSS projects. As a Pythonista, he has participated in various projects including web development, multimedia streaming, data management, computer vision, and machine learning. #pycontw #pyconapac2022 #python #opencv #streamlit #webrtc #computervision Follow “PyCon Taiwan” ⭐️ Official Website: https://tw.pycon.org ⭐️ Facebook: https://www.facebook.com/pycontw ⭐️ Instagram: https://www.instagram.com/pycontw ⭐️ Twitter: https://twitter.com/PyConTW ⭐️ LinkedIn: https://www.linkedin.com/company/pycontw ⭐️ Blogger: https://pycontw.blogspot.com ... https://www.youtube.com/watch?v=ruSN7t2eor4

摘要 Abstract: Unsupervised learning is how human learns. And generative adversarial networks is one of the most popular algorithms to do unsupervised learning. There are lots of GAN papers with amazing results. I would like to talk about issues of replicating GAN results and how I solved them. PyCon Taiwan 2017 official: https://tw.pycon.org/2017/ PyCon Taiwan 2017 Facebook Fan Page: https://www.facebook.com/pycontw/ ... https://www.youtube.com/watch?v=Ou-XwCH8f5w