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Avatar for SatAI.challenge

SatAI.challenge

satai
49 Stars

Decks

VectorLLM: Human-like Extraction of Structured Building Contours via Multimodal LLMs
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4
790
EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observation and Wikipedia
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3
720
MetaEarth: A Generative Foundation Model for Global-Scale Remote Sensing Image Generation
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4
790
Submeter-level land cover mapping of Japan
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3
880
A scalable, annual aboveground biomass product for monitoring carbon impacts of ecosystem restoration projects
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4
810
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
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3
800
EOGS: Gaussian Splatting for Efficient Satellite Image Photogrammetry
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4
1.2k
Creation and environmental applications of 15-year daily inundation and vegetation maps for Siberia by integrating satellite and meteorological datasets
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3
850
EarthSynth: Generating Informative Earth Observation with Diffusion Models
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3
830
Self-supervised audiovisual representation learning for remote sensing data
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3
500
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization
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3
630
Adaptive fusion of multi-modal remote sensing data for optimal sub-field crop yield prediction
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3
500
SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery
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3
560
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
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3
510
A multimodal data fusion model for accurate and interpretable urban land use mapping with uncertainty analysis
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3
540
SkySense : A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
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3
590
EarthMarker: A Visual Prompting Multimodal Large Language Model for Remote Sensing
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3
1.1k
Pix2Poly: A Sequence Prediction Method for End-to-end Polygonal Building Footprint Extraction from Remote Sensing Imagery
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3
1.3k

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