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
☆60Aug 27, 2026Updated 2 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Oct 21, 2026Updated last week
- Cloud Native Toolings to Access + Generate Geospatial Embeddings☆32Jul 1, 2026Updated 3 months ago
- A lightweight web client for Interactive Geospatial Feature Discovery.☆51Mar 6, 2026Updated 7 months ago
- Produce and explore virtual Zarr with TIFFs☆48Aug 7, 2026Updated 2 months ago
- ☆11Oct 19, 2026Updated last week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆21Sep 6, 2026Updated last month
- Rasterio extension to open STAC Items and ItemCollections using native GDAL drivers☆37Updated this week
- EXPERIMENTAL: TiTiler + Async-GeoTIFF☆27Oct 19, 2026Updated last week
- Fast, async GeoTIFF and COG reader for Python☆59Oct 19, 2026Updated last week
- Lazily load COG assets from STAC items into xarray DataArrays using async-geotiff☆55Aug 9, 2026Updated 2 months ago
- Cloud-optimized GeoTIFF ... Parallel I/O 🦀☆68May 25, 2026Updated 5 months ago
- Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.☆57Apr 10, 2025Updated last year
- GeoParquet to PMTiles in Rust.☆95Updated this week
- A toolkit that enables building damage assessments from remotely sensed imagery.☆165Aug 11, 2026Updated 2 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [WORK IN PROGRESS] Create STAC Items from vector datasets☆11Apr 3, 2026Updated 6 months ago
- Google Earth Engine tool to generate multi-modal and multi-temporal datasets, including spatially and temporally aligned Sentinel-1 SAR d…☆11Nov 9, 2025Updated 11 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆286Jun 10, 2026Updated 4 months ago
- A curated list of band ratios and mineral spectra signature aiming mineral exploration.☆32Jun 17, 2024Updated 2 years ago
- ☆21Sep 29, 2021Updated 5 years ago
- Emulator of AlphaEarth☆90Apr 30, 2026Updated 6 months ago
- Sentinel-1 & Sentinel-2 data cubes at large scale (bigger-than-memory) on any machine with integrated cloud detection, snow masking, harm…☆152Oct 23, 2026Updated last week
- ☆76Feb 10, 2026Updated 8 months ago
- ☆16Apr 2, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A python module for converting a raster to a Pandas DataFrame☆11Dec 26, 2022Updated 3 years ago
- Rasteret is a library for 20x+ faster reads of GeoTIFF than Rasterio/GDAL. Interops with TorchGeo, Xarray, DuckDB, Polars☆138Aug 2, 2026Updated 2 months ago
- Image Classification on EuroSAT☆13May 17, 2022Updated 4 years ago
- Official Code for Measuring the Intrinsic Dimension of Earth Representations - ICLR 2026☆14Feb 23, 2026Updated 8 months ago
- Benchmark harness/toolkit for evaluating Geospatial Foundation Models (GFM). Independently developed with long-term updates and maintenan…☆34Updated this week
- The power of Rust for the Python STAC ecosystem☆54Updated this week
- ☆12Jun 12, 2020Updated 6 years ago
- Turn a STAC catalog into a dask-based xarray☆272Aug 10, 2024Updated 2 years ago
- Source Cooperative Web Interface & API☆27Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Inspect Rasterio/GDAL HEAD/GET/LIST Requests☆41Updated this week
- The 🌏 data science library you've been waiting for~☆85Apr 12, 2024Updated 2 years ago
- Implementation of an out-of-distribution detection method for geospatial deployments and its related experiments.☆36Jan 8, 2025Updated last year
- Tutorials regarding towards data science☆19Oct 18, 2025Updated last year
- An Item and Collection extension to describe machine learning (ML) models that operate on Earth observation data.☆39Jul 14, 2025Updated last year
- A tool for developing remote sensing datasets and models.☆96Updated this week
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆99Jun 13, 2025Updated last year