样本在线生产管理工具

可支撑数据局、遥感中心等相关部门，面向各行业各部门对样本采集管理的应用需求，以遥感影像、监控视频等为主体建立集解译样本在线采集、样本质检、样本管理等功能的样本在线生产管理工具，可以满足各种类型的样本标注和深度学习模型构建等数据深加工工作；提供分布式集群解译信息提取服务等数据产品服务，实现海量遥感影像的地表覆盖、变化检测、目标检测等信息流程化和自动化的快速提取，服务自然资源、智慧水利、智慧城市等专项业务的AI样本生产及管理。This online sample production and management tool is developed to support relevant departments such as the Data Bureau and Remote Sensing Center, and meet the application requirements for sample collection and management across various industries and departments. Taking remote sensing imagery, surveillance video and other related data as core data sources, it integrates multiple functions including online collection of interpretation samples, sample quality inspection and sample management. It can satisfy various types of sample annotation tasks and data deep processing work such as deep learning model construction. Furthermore, it provides data product services including distributed cluster-based interpretation information extraction services, enabling rapid, streamlined and automated extraction of information like land cover, change detection and object detection from massive remote sensing imagery, so as to support AI sample production and management for specialized businesses such as natural resources, smart water conservancy and smart cities.

搜集汇总

背景与挑战

背景概述

该数据集可能涉及在线生产管理工具的相关样本数据，用于支持生产流程的监控、优化或分析。其特点可能包括实时数据采集、生产指标跟踪或工具使用示例，适用于生产管理领域的应用开发或研究。