20210511 Jetson Japan Users Group
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Jetsonデバイスを用いた実践的アプリケーション実装例
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2022/02 情報基盤システム学（NAIST）の研究室紹介
情報基盤システム学研究室（愛称：inet-lab）は藤川 和利教授が2011年4月に第2期のスタートを切った新しい研究室です。モバイル、ネットワーク、セキュリティ、トラフィックを主とした研究を行っています。
人的資本経営のための地理情報インテリジェンス 作業パターン分析と心身状態把握に関する実証事例
人的資本経営[1]を実現するには，生産性とQoW（Quality of Work，働き方の質）を同時に改善し続けていくことが有効である．そのための課題は多岐に渡るため，DX（Digital Transformation）的発想が求められる。一方、情報の約60～80％が位置情報に関連していることが報告されている．本稿では，地理空間情報と他の情報とを連携させて課題解決を支援する地理空間インテリジェンス（GSI）でDXを促進し，製造現場やサービス現場で人的資本経営を支援することに資する筆者らの一連の取り組みについて紹介する．
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2022/02 情報基盤システム学（NAIST）の研究室紹介
情報基盤システム学研究室（愛称：inet-lab）は藤川 和利教授が2011年4月に第2期のスタートを切った新しい研究室です。モバイル、ネットワーク、セキュリティ、トラフィックを主とした研究を行っています。
人的資本経営のための地理情報インテリジェンス 作業パターン分析と心身状態把握に関する実証事例
人的資本経営[1]を実現するには，生産性とQoW（Quality of Work，働き方の質）を同時に改善し続けていくことが有効である．そのための課題は多岐に渡るため，DX（Digital Transformation）的発想が求められる。一方、情報の約60～80％が位置情報に関連していることが報告されている．本稿では，地理空間情報と他の情報とを連携させて課題解決を支援する地理空間インテリジェンス（GSI）でDXを促進し，製造現場やサービス現場で人的資本経営を支援することに資する筆者らの一連の取り組みについて紹介する．
論文紹介：When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Seg...
Xinhong Ma, Yiming Wang, Hao Liu, Tianyu Guo, Yunhe Wang, "When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation" NeurIPS2023
https://proceedings.neurips.cc/paper_files/paper/2023/hash/157c30da6a988e1cbef2095f7b9521db-Abstract-Conference.html
CS集会#13_なるほどわからん通信技術 発表資料
CS集会でお話した、通信技術のひとつである「変調」について解説した資料です。
https://x.com/vrc_cpu_science/status/1724784316738355560
ReonHata_便利の副作用に気づかせるための発想支援手法の評価---行為の増減の提示による気づきへの影響---
我々はこれまで，新たなモノを産出する過程において「便利にすること」によって副次的に生じる課題を「便利の副作用」と定義し，その低減を目的としてアイディアの発想支援手法を提案してきた．
これまでの研究では，便利前後の行為の増減に着目することにより便利の副作用への気づきの誘発が示唆されたものの，行為の増減の提示による便利の副作用への気づきへの影響は十分に検討できていなかった．
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2024 State of Marketing Report – by Hubspot
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
Everything You Need To Know About ChatGPT
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage Engineerings
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental Health
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
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This article is all about what AI trends will emerge in the field of creative operations in 2024. All the marketers and brand builders should be aware of these trends for their further use and save themselves some time!
PEPSICO Presentation to CAGNY Conference Feb 2024
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Content Methodology: A Best Practices Report (Webinar)
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Visit Albert's List: https://bit.ly/findyournextjob
Social Media Marketing Trends 2024 // The Global Indie Insights
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summary
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
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a presentation to give to a programming class on how to land a 6 figure job right out of college, and how to prepare during and after school
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これまでの研究では，便利前後の行為の増減に着目することにより便利の副作用への気づきの誘発が示唆されたものの，行為の増減の提示による便利の副作用への気づきへの影響は十分に検討できていなかった．
そのため，本稿では行為の提示により便利の副作用に気づき，それを防いだアイディアの発想の支援が可能かの検証を目的として実験を行い，その有効性について検証する．
実験では，行為の増減の提示の有無によりアイディア発想にどのような影響を与えるか検証を行う．
遺伝的アルゴリズムと知識蒸留による大規模言語モデル（LLM）の学習とハイパーパラメータ最適化
オープンエンドな進化から着想を得て、個々の大規模言語モデル（LLM）が、グループとして学習を進めながら、ノームエージェントとして機能するという概念を探求しています。これは、単一のモデルでは難しい複雑な問題を解決することを目的としています。具体的な方法として、遺伝的アルゴリズムと知識蒸留を組み合わせた学習プロセスを提案しています。知識蒸留によって学習を進め、同時に遺伝的アルゴリズムでハイパーパラメータを最適化することで、より効率的な学習を目指します。ドメインタスクとして、指示からPythonコードを生成するコード生成タスクを選択しました。実験では、学習に3つの学習モデルと1つの教師モデルを使用しました。その結果、HumanEvalのpass@1で精度が1.2%向上し、学習が進むにつれて学習率が最適化された兆候が見られました。しかし、大幅な精度向上を達成し、さまざまなハイパーパラメータを最適化するには、まだ課題が残っています。
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· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
Everything You Need To Know About ChatGPT
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
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Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
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The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summary
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
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Dr Andrew Makar, Tactical Project Management
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20210511 Jetson Japan Users Group
- 3. detectデータの見せ方の重要性（ホテルチェーンでの実証実験の例） 1. 時間帯別人数カウント 時間帯別の来店者数を集計可能です 2. エリア間移動人数カウント 動線や時間帯別の人の移動を分析可能です 3. 人流軌跡表示 経路と通過・滞留が多いエリアを確認でき、立ち 止まった位置の可視化も可能です 4. 指定ライン通過時のリアルタイム通知 立ち入り禁止区域への侵入等を検知できます 上記4つはすべて1つのエッジアプリケーションのデータを元に実現している エッジで検出した人の情報を管理サーバーに送り、ニーズに合った見せ方や通知送信を行うことになる
- 4. エッジデバイスを使う目的と利点 1. プライバシーへの配慮（映像は手元で処理して破棄する） 2. 軽い数値データでの検出情報送信（通信量削減も含む） 3. インターネット環境が無くてもリアルタイム処理可能 4. ひとつひとつが小規模なシステムとなるため処理負荷を読みやすく負荷分散しやすい 映像解析にエッジを使うデメリット • 映像データを別途残さないと詳細分析や再学習につなげられない (別途VMSやNASを用意した方が良い) • 設置場所に電源やネットワーク配線が必要 • 現状は機器の値段が高く、トータルコストが上がってしまいがち
- 6. MQTTを使うメリット 1. データが軽い 2. データの整合性について、いろんなタイプが使える 3. 各言語に対応したライブラリが豊富に揃っている 4. 他のIoT機器と並列に扱うことができる DeepStreamでは？ AMQP、Azure IoTあたりが準備されていて、カスタム プロトコルも使える https://docs.nvidia.com/metropolis/deepstream/dev- guide/text/DS_plugin_gst-nvmsgbroker.html NVIDIAさんのガイドページより
- 7. Jetson側でのdockerコンテナによるアプリケーション実装 • ホストとなるエッジデバイスの環境を汚さずに済む • 使いまわしが効く(Azure IoTなどでの自動デプロイも可能) • ベースとなるイメージやPre-trained Modelを多数NVIDIAさんが提供したりまとめてくれている https://ngc.nvidia.com/catalog/containers/ Dockerfileによる手順化は？ build時にNVIDIA Runtimeが使えないのでCUDAやCuDNNを使うライブラリ系のコンパイルに失敗する →やりようがないわけではないが、環境構築は済ませたものをイメージ化しておく方が簡単
- 8. ブローダービズ株式会社 inquiry@broader.biz 業務内容 • 情報通信技術を企業活動に適用するためのコンサルティング • 上記に付帯するユースケースやソフトウエアの開発・運用 • 事業向けネットワークサービスの企画・開発・運用・利用支援 • 企業コミュニケーション活動の企画・実施・運用支援 • デザイン業務 • その他付帯する業務 大橋 淳 johashi@broader.biz @Jun_Ohashi 通信キャリアのエンジニアからコンテンツ系の仕事に携わるためヤフーに転職、 以降ベンチャー企業数社を経て、2017年7月～ブローダービズ株式会社に創業メ ンバーとして参画 主に画像・映像解析に関するAI・機械学習分野を中心にエンジニアとしてお仕 事をさせていただいています