SATIN
数据集名称: SATIN 任务: 遥感图像分类 场景分类 发布时间: 2023 模态: 图像 代码源链接: https://huggingface.co/datasets/jonathan-roberts1/SATIN 论文源链接: https://arxiv.org/abs/2304.11619 详细描述: 一个元数据集，包含27个卫星和航空图像数据集，涵盖6...
RS-VLMs
Predicting Gradient is Better Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture
论文名称: Predicting Gradient is Better: Exploring Self-Supervised Learning for SAR ATR with a Joint-Embedding Predictive Architecture Link: https://arxiv.org/abs/2311.15153v4 Published in: Arxi...
Cross-Scale MAE A Tale of Multiscale Exploitation in Remote Sensing
论文名称: Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing Link: https://openreview.net/pdf?id=5oEVdOd6TV Published in: NeurIPS 2023 Type: Pretrain Code/Project: https://...
Vlca vision-language aligning model with cross-modal attention for bilingual remote sensing image captioning
论文名称: Vlca: vision-language aligning model with cross-modal attention for bilingual remote sensing image captioning 模型架构: VLM Visual Encoder: CNN, Transformer Text Encoder: Transformer M...
CROMA Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
论文名称: CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders Link: https://arxiv.org/pdf/2311.00566 Published in: NeurIPS 2023 Type: Pretrain Code/Proje...
OPT-RSVG
数据集名称: OPT-RSVG 任务: 遥感图像视觉定位 发布时间: 2023 模态: 图像、文本 数量: 包含25,452张图像和48,952对图像查询 代码源链接: https://github.com/like413/OPT-RSVG 论文源链接: https://www.researchgate.net/publication/373146282_LaL...
SatCLIP Global, General-Purpose Location Embeddings with Satellite Imagery
论文名称: SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery 模型架构: Other Link: https://arxiv.org/abs/2311.17179 Code/Project: https://github.com/microsoft/satclip Pu...
SatlasPretrain A Large-Scale Dataset for Remote Sensing Image Understanding
论文名称: SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Link: https://arxiv.org/abs/2211.15660 Published in: ICCV 2023 Type: Pretrain Code/Project: https://git...
GEO-Bench
数据集名称: GEO-Bench 任务: 遥感数据上预训练模型评估 发布时间: 2023 模态: 图像 数量: 六个分类和六个分割任务 代码源链接: https://github.com/ServiceNow/geo-bench 论文源链接: https://arxiv.org/abs/2306.03831
SkyScript
数据集名称: SkyScript 任务: 遥感图像字幕 发布时间: 2023 模态: 图像、文本 数量: 520万对遥感图像-文本对 代码源链接: https://opendatasharing.s3.us-west-2.amazonaws.com/SkyScript 论文源链接: https://arxiv.org/abs/2312.12856 详细描述:...