A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loading and compression. Paper: https://arxiv.org/pdf/2506.06235
☆55Jun 6, 2025Updated 8 months ago
Alternatives and similar repositories for pytorch-cloud-geotiff-optimization
Users that are interested in pytorch-cloud-geotiff-optimization are comparing it to the libraries listed below
Sorting:
- A lightweight web client for Interactive Geospatial Feature Discovery.☆48Feb 5, 2026Updated 3 weeks ago
- ☆15Apr 2, 2024Updated last year
- GeeFlow - generate and process large-scale geospatial datasets with Google Earth Engine.☆112Nov 13, 2025Updated 3 months ago
- Python implementations of many OpenEO processes, dask-friendly by default.☆22Oct 6, 2025Updated 4 months ago
- ☆25May 6, 2025Updated 9 months ago
- HarvestStat-Africa: Open Access Harmonized Subnational Crop Statistics☆30Jan 23, 2026Updated last month
- A simple librairy to build a vrt from multiple raster source relying only on rasterio☆14Dec 7, 2024Updated last year
- ☆22Feb 19, 2026Updated last week
- Fused MCP Agents: Setting up MCP Servers for Data Scientists☆26Aug 7, 2025Updated 6 months ago
- Save multichannel data from xarray datasets as videos to save up massive amounts of space☆98Jul 4, 2025Updated 7 months ago
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆11Jul 20, 2023Updated 2 years ago
- [WORK IN PROGRESS] Create STAC Items from vector datasets☆10Dec 11, 2023Updated 2 years ago
- ☆16Jun 27, 2025Updated 8 months ago
- Restor's ML pipeline for tree crown mapping in aerial images☆40May 8, 2025Updated 9 months ago
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆26Aug 8, 2023Updated 2 years ago
- A curated list of band ratios and mineral spectra signature aiming mineral exploration.☆29Jun 17, 2024Updated last year
- Code to "Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks" at the ICLR 2025 Workshop: Tackling Climate Change with Ma…☆16Apr 27, 2025Updated 10 months ago
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆56Apr 10, 2025Updated 10 months ago
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆171Jun 28, 2025Updated 8 months ago
- ☆60Jan 26, 2026Updated last month
- Google Earth Pro image extractor and alignment☆13Feb 9, 2018Updated 8 years ago
- ☆27Jan 21, 2026Updated last month
- Python library for plotting bivariate choropleth maps☆36Feb 2, 2026Updated 3 weeks ago
- Zarr, Icechunk, & Xarray for cloud-native geospatial data-cube analysis☆18May 6, 2025Updated 9 months ago
- Adding language to Clay☆13Jul 3, 2024Updated last year
- Image Classification on EuroSAT☆13May 17, 2022Updated 3 years ago
- ☆12Jun 12, 2020Updated 5 years ago
- Code to explore/extract vector data from a WMS server☆17Feb 10, 2026Updated 2 weeks ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆740Updated this week
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆58Apr 16, 2025Updated 10 months ago
- Jeo: Jax model training lib for Earth Observation☆159Nov 13, 2025Updated 3 months ago
- ☆15Sep 5, 2025Updated 5 months ago
- Parameter-Efficient Fine-Tuning for Geospatial Foundation Models☆22Sep 18, 2025Updated 5 months ago
- Source Cooperative Web Interface & API☆21Feb 16, 2026Updated last week
- Sentinel-1 & Sentinel-2 data cubes at large scale (bigger-than-memory) on any machine with integrated cloud detection, snow masking, harm…☆136Dec 8, 2025Updated 2 months ago
- Turn xarray timestacks into GIFs☆100Jan 24, 2025Updated last year
- ☆63Jan 29, 2021Updated 5 years ago
- 2021 NASA Cloud Hackathon co-hosted by PODAAC, NSIDC and LPDAAC, with support provided by ASDC, GESDISC, IMPACT and NASA Openscapes.☆35Jan 22, 2025Updated last year
- A simple baseline for the 2022 IEEE GRSS Data Fusion Contest (DFC2022)☆32Jan 13, 2022Updated 4 years ago