GeoChat Instruct 遥感多模态指令跟踪数据集

GeoChat Instruct 数据集是一个为遥感领域设计的多模态指令跟踪数据集，它由 Mohamed bin Zayed University of AI 的研究团队在论文《GeoChat: Grounded Large Vision-Language Model for Remote Sensing》中提出，该论文发表在 CVPR2024 上。论文的主要内容是介绍 GeoChat 模型以及 GeoChat_Instruct 数据集的构建和应用。

The GeoChat Instruct dataset is a multimodal instruction-tuning dataset designed for the remote sensing domain. It was proposed by the research team from Mohamed bin Zayed University of AI in the paper titled "GeoChat: Grounded Large Vision-Language Model for Remote Sensing", which was published at CVPR 2024. The main content of this paper introduces the GeoChat model as well as the construction and application of the GeoChat_Instruct dataset.

搜集汇总

背景与挑战

背景概述

GeoChat Instruct 是一个专为遥感领域设计的多模态指令跟踪数据集，包含约318k条指令，用于扩展多模态指令调整到遥感任务中。该数据集由Mohamed bin Zayed University of AI团队在CVPR2024论文中提出，旨在解决遥感领域缺乏多模态对话数据的问题，并用于训练和微调名为GeoChat的视觉语言模型，以支持多任务会话助理应用。