Cover Image

Optimizing Cloud-to-GPU Throughput for Deep Learning With Earth Observation Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zaytar, Akram, Robinson, Caleb, Tadesse, Girmaw Abebe, Glazer, Tammy, Hacheme, Gilles, Ortiz, Anthony, Dodhia, Rahul M, Ferres, Juan M Lavista
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models
by: Hacheme, Gilles Quentin, et al.
Published: (2025)

Weak Labeling for Cropland Mapping in Africa
by: Hacheme, Gilles Quentin, et al.
Published: (2024)

Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation
by: Ekim, Burak, et al.
Published: (2024)

Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning
by: Tadesse, Girmaw Abebe, et al.
Published: (2024)

GeoAI Agency Primitives
by: Zaytar, Akram, et al.
Published: (2026)

Sims: An Interactive Tool for Geospatial Matching and Clustering
by: Zaytar, Akram, et al.
Published: (2024)

TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery
by: Glazer, Tammy, et al.
Published: (2025)

Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery
by: Zaytar, Akram, et al.
Published: (2024)

Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India
by: Shah, Ando, et al.
Published: (2025)

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps
by: Tadesse, Girmaw Abebe, et al.
Published: (2024)

Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery
by: Robinson, Caleb, et al.
Published: (2024)

FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
by: Corley, Isaac, et al.
Published: (2025)

Core-Set Selection for Data-efficient Land Cover Segmentation
by: Nogueira, Keiller, et al.
Published: (2025)

From Pixels to Patches: Pooling Strategies for Earth Embeddings
by: Corley, Isaac, et al.
Published: (2026)

Where are the Whales: A Human-in-the-loop Detection Method for Identifying Whales in High-resolution Satellite Imagery
by: Robinson, Caleb, et al.
Published: (2025)

Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery
by: Robinson, Caleb, et al.
Published: (2025)

WATCH: Wide-Area Archaeological Site Tracking for Change Detection
by: Tadesse, Girmaw Abebe, et al.
Published: (2026)

Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning
by: Tadesse, Girmaw Abebe, et al.
Published: (2026)

Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation
by: Hernandez, Andres, et al.
Published: (2024)

PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery
by: Nsutezo, Simone Fobi, et al.
Published: (2024)

Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation
by: Kerner, Hannah, et al.
Published: (2024)

Open Datasheets: Machine-readable Documentation for Open Datasets and Responsible AI Assessments
by: Roman, Anthony Cintron, et al.
Published: (2023)

Practical GPU Choices for Earth Observation: ResNet-50 Training Throughput on Integrated, Laptop, and Cloud Accelerators
by: Chaturvedi, Ritvik
Published: (2025)

RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design
by: Kshirsagar, Meghana, et al.
Published: (2026)

Predictive Models for Kidney Offer Acceptance: Challenges and Strategies
by: Carlos Martinez, et al.
Published: (2026)

A Change Detection Reality Check
by: Corley, Isaac, et al.
Published: (2024)

Corporate Biodiversity Reporting Can Be Scaled With AI and Earth Observation—But Will Miss the Point Without Guidance From Conservation Scientists
by: Benjamin L. Miller, et al.
Published: (2025)

Towards reliable use of artificial intelligence to classify otitis media using otoscopic images: Addressing bias and improving data quality
by: Xu, Yixi, et al.
Published: (2025)

Mechanical Strength and Microstructure of Soft Soil Stabilized with Cement, Lime, and Metakaolin‐Based Geopolymer Stabilizers
by: Tadesse Abebe Wassie, et al.
Published: (2024)

Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing
by: Azime, Israel Abebe, et al.
Published: (2025)

A Rare Case of Atypical Choroid Plexus Papilloma in an Adult Male Patient: A Case Report
by: Abebe Melis Nisiro, et al.
Published: (2025)

Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial
by: Robinson, Caleb, et al.
Published: (2026)

Measuring AI Diffusion: A Population-Normalized Metric for Tracking Global AI Usage
by: Misra, Amit, et al.
Published: (2025)

The first global agricultural field boundary map at 10m resolution
by: Robinson, Caleb, et al.
Published: (2026)

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset
by: Ahamed, Shadab, et al.
Published: (2024)

AI Diffusion in Low Resource Language Countries
by: Misra, Amit, et al.
Published: (2025)

Optimizing STAR Aligner for High Throughput Computing in the Cloud
by: Kica, Piotr, et al.
Published: (2024)

My husband, Salvador Elizondo / Paulina Lavista
by: Lavista, Paulina

El sonido y lo visible / Mario Lavista
by: Lavista, Mario
Published: (2010)

Cradores eméritos : Alejandro Rossi Letras, viajes, ideas [VHS - Video] // Paulina Lavista
by: Lavista, Paulina
Published: (1932)