食肉の画像评価におけるモバイルデバイスの活用について
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牛肉の画像评価に必要なロース芯抽出モデルを碍别谤补蝉&补尘辫;罢别苍蝉辞谤蹿濒辞飞で构筑し、叠谤颈诲驳颈苍驳-贬别补诲别谤を用いて厂飞颈蹿迟で利用する方法について
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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 ?lvarez, 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 Plioplyt?, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie So?hnchen, 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
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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
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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=#5c07a8221d9bChatGPT and the Future of Work - Clark Boyd
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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. Getting into the tech field. what next
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The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.Google's Just Not That Into You: Understanding Core Updates & Search Intent
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1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.How to have difficult conversations
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Stop putting off having difficult conversations. Seven practical tips to ensure your next difficult conversation go smoothly. Introduction to Data Science
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A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.Time Management & Productivity - Best Practices
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Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.The six step guide to practical project management
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The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project ManagementBeginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
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A presentation for absolute beginners who have never touched TikTok and may be a bit scared of it!Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
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During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
? Learn how to use ChatGPT to add AI power to your testing and test automation
? Understand the limitations of the technology and where human expertise is crucial
? Gain insight into different AI-based tools
? Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.12 Ways to Increase Your Influence at Work
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To succeed in your career, you need a strategy for sending out ripples of influence. Here are 12 ways you can start doing just that. ChatGPT webinar slides
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The document discusses various AI tools from OpenAI like GPT-3 and DALL-E 2, as well as ChatGPT. It explores how search engines are using AI and things to consider around AI-generated content. Potential SEO uses of ChatGPT are also presented, such as generating content at scale, conducting topic research, and automating basic coding tasks. The document encourages further reading on using ChatGPT for SEO purposes.食肉の画像评価におけるモバイルデバイスの活用について
- 1. 食肉の画像評価における モバイルデバイスの活用につい て KOMINE.WORKS / Meat Image Japan 小峰 央志
- 2. 代表 KOMINE.WORKS 兼 CTO 小峰 央志 / Hisashi KOMINE hisashi@komine.works 特任研究員 兼
- 3. もくじ ? ミート?イメージ ジャパンの事業について ? Keras+Tensorflowによるロース芯抽出 ? iOSでの学習済みモデルの利用?画像解析
- 4. ミート?イメージ ジャパン / MIJ https://www.meatij.or.jp ? 食肉评価用カメラの研究開発 ? 枝肉情報データベースの研究開 発 ? 食肉画像解析システムの研究開 発 帯広畜産大学の 大学ベンチャー
- 5. 食肉评価用カメラ
- 6. ミラー型カメラ ◆利点 ●フィルムミラー ? ロース芯に対して鉛直方向から撮影 ●高精細画像の解析 ? 脂肪交雑の詳細な評価 etc. ●撮影範囲が広く、横断面全体の観察が可能
- 7. 食肉评価用カメラ ◆新型撮影装置（MIJ-15） ?（一社）ミート?イメージ ジャパンを中心に開発 枝肉横断面 MIJ-15 ミラー型撮影装置 ?重量 約 2.6 kg ?撮影速度 200～300 頭/h ?リアルタイムな解析が可能 （ 10 秒/頭 ） ?重量 約 8 kg ?撮影速度 200 頭/h カメラ
- 10. 枝肉画像解析 - 新細かさ指数/NFI ● 脂肪交雑の周囲長 （粒子の外周の長さ） を算出 白が脂肪交雑粒子 すべての粒子の周囲長を算出 総和 （左図の黒い線 ） ● 周囲長の総和を ロース芯面積 の 平方根あたりに換算 ＝総周囲長 NFI＝ 総周囲長 ロース芯面積√
- 12. カメラ x 枝肉DB x 画像解析 MIJ 枝肉データベース 枝肉データベース 生産者?流通業者
- 13. もくじ ? ミート?イメージ ジャパンの事業について ? Keras+Tensorflowによるロース芯抽出 ? iOSでの学習済みモデルの利用?画像解析
- 14. ロース芯抽出
- 15. DeepLearningによる画像処理の種別 1. Image Classification その画像に何が写っているのかを分類する 2. Object detection その画像のどこに何が写っているのかを検出する 3. Image Segmentation その画像のどの領域があるオブジェクトに属するのかを判定する
- 17. Non-semantic vs Semantic Image Segmentation 1. Non-semantic segmentation 各画素の局所的な値のみをもとにセグメンテーションを行う 2. Semantic segmentation 画像全体の大局的な情報も利用してセグメンテーションを行う 例) 画像の上にあるから空、下にあるから地面など
- 18. Fully convolutional semantic segmentation, Long et. al., 2014
- 19. ロース芯自動抽出結果 acc > 99.8 (v.7)
- 20. もくじ ? ミート?イメージ ジャパンの事業について ? Keras+Tensorflowによるロース芯抽出 ? iOSでの学習済みモデルの利用?画像解析
- 25. ロース芯抽出 & 画像解析 on iOS https://github.com/tensorflow/tensorflow/tree/m aster/tensorflow/examples/ios ロース芯抽出 Tensorflow 画像解析 OpenCV 3 https://opencv.org/releases.html
- 26. どちらも颈翱厂で使える！が、、
- 30. 三段論法的 Tensorflow & OpenCV on Swift 1. Objective-CではC++が使える 2. SwiftではObjective-Cが使える 3.SwiftではC++が使える！
- 31. - (UIImage *)analyze:(UIImage *)image predImage:(UIImage *)predImage { ... } let resultImage = self.tfWrapper.analyze(cropImage, predImage: predImage) 実装例 - TFWrapper.analyze @interface TFWrapper : NSObject - (UIImage *)analyze:(UIImage *)image predImage:(UIImage *)predImage; @end #import "TFWrapper.h" TFWrapper.mm TFWrapper.h Bridging-Header.h ViewController.swift
- 33. Appendix - Kerasのh5モデルファイルから pb形式ファイルへの変換 ? Kerasの保存するモデルはh5py形式 ? iOSのTensorflowで利用するためには Protocol Buffers形式に変換する必要がある tensorflow.python.framework.graph_io および tensorflow.python.tools.feeze_graph を利用して h5 -> pb変換を行う https://gist.github.com/hisashi- komine/dcc4d3e0271c729f1450af0b27f8 1cb2 GIST
- 35. Thank you!