ESP游戏数据集

ESP游戏是一种基于人的计算游戏，旨在解决创建困难元数据的问题。游戏背后的想法是利用人类的计算能力来执行计算机无法将任务打包为游戏的任务。它最初由卡内基梅隆大学的Luis von Ahn构思。谷歌在2006年购买了一个许可证来创建自己的游戏版本，以便为其在线图像返回更好的搜索结果。 ESP百科：https://baike.baidu.com/item/ESP%20Game/432295?fr=aladdin

ESP Game is a human-based computation game developed to address the challenge of generating high-quality, computationally difficult metadata. The core concept of the ESP Game is to harness human cognitive and computational capabilities to complete tasks that computers cannot readily transform into fully automated processes, thus packaging these tasks into engaging gamified experiences. It was originally conceived by Luis von Ahn of Carnegie Mellon University. In 2006, Google acquired a license to develop its own iteration of the game, with the goal of improving the relevance of search results for its online image retrieval system. ESP Game Encyclopedia: https://baike.baidu.com/item/ESP%20Game/432295?fr=aladdin

搜集汇总

背景与挑战

背景概述

ESP游戏数据集是一个2G大小的数据集，主要用于动作/事件检测和分类。该数据集基于ESP游戏，这是一种利用人类计算能力解决创建困难元数据问题的游戏，最初由卡内基梅隆大学的Luis von Ahn构思，后被谷歌用于改进其图像搜索结果。