This document summarizes several datasets for image captioning, video classification, action recognition, and temporal localization. It describes the purpose, collection process, annotation format, examples and references for datasets including MS COCO, Visual Genome, Flickr8K/30K, Kinetics, Charades, AVA, STAIR Captions and Actions. The datasets vary in scale from thousands to millions of images/
大企業が研究開発型ベンチャー企業と連携して共同研究を行うために必要な枠組みを説明した資料です。経産省の検討会合でプレゼンを行った際に使用したものです。 研究開発型ベンチャーは、事業開発型ベンチャーと異なり、複数分野に応用可能なテクノロジーを持っており、これを分野ごとに切り分けて大企業と連携するということを行うことで、スケーラブルなビジネスを創出します。 欧米はもちろん、中国や韓国でも当たり前のように行われているプラクティスですが、日本の伝統的企業はこれが非常に苦手です。このままでは日本の製造業が沈んだままになってしまうという問題意識から、研究開発型ベンチャーとのオープンイノベーションを進めていくための「所作の基本」を大企業の人向けに説明してみました。Read less
This document discusses Yarn and its advantages over npm. It notes that Yarn uses yarn.lock files instead of npm-shrinkwrap.json files to lock down dependency versions. Yarn is also described as being faster, able to work offline by caching dependencies, and potentially more secure than npm with features like flat mode and module folders. The document suggests Yarn may handle dependencies and devD
This document discusses exactly once semantics in Apache Kafka 0.11. It provides an overview of how Kafka achieved exactly once delivery between producers and consumers. Key points include: - Kafka 0.11 introduced exactly once semantics with changes to support transactions and deduplication. - Producers can write in a transactional fashion and receive acknowledgments of committed writes from broke
Rust is a systems programming language that runs fast and prevents common issues like segfaults while guaranteeing thread safety. A user reported finishing a cargo build of Rust code, expressing excitement about completing the process. The Rust website promotes the languages capabilities for speed, memory safety without garbage collection, and built-in thread safety.Read less
This document discusses messaging queues and platforms. It begins with an introduction to messaging queues and their core components. It then provides a table comparing 8 popular open source messaging platforms: Apache Kafka, ActiveMQ, RabbitMQ, NATS, NSQ, Redis, ZeroMQ, and Nanomsg. The document discusses using Apache Kafka for streaming and integration with Google Pub/Sub, Dataflow, and BigQuery
1. The document discusses Rust concepts like ownership, borrowing, cloning, copying, mutable references, threads and channels for parallelism, and shared memory using Arc and Mutex. 2. It provides examples of using ownership and borrowing rules to manage memory, spawning threads and using channels for inter-thread communication, and using Arc and Mutex for shared mutable memory across threads. 3.
スタートアップやプロダクトの成功に必要な「アイデア×プロダクト×実行×チーム×運」の 5 つの項目について解説した概要のスライドです。急成長するプロダクトの初期に役立てていただければと思います。 プロダクトマネージャーやスタートアップの CEO の方向けにどうぞ。 ※ Japan Product Manager Conference 2016 の登壇資料です
The gaming industry is undergoing massive changes, and AWS offers unique capabilities that game developers can use to succeed. In this session, we cover cloud gaming architectural patterns you can use to create highly available and scalable online games. We discuss games-as-APIs, database design considerations, decoupled architectures, and the best instance types for mobile, social, and AAA online
This document provides an overview of PHP, including what PHP is, how PHP scripts work, embedding PHP in web pages, variables, operators, control structures, arrays, functions, and forms. Some key points covered include: - PHP is a server-side scripting language commonly used for web development. PHP code is embedded within HTML and executed on the server to produce dynamic web page content. - PHP
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