torchvision is great for natural images. But remote sensing data is different: GeoTIFFs, not PNGs...
torchvision is great for natural images. But remote sensing data is different:
GeoTIFFs, not PNGs — with coordinate reference systems baked in
Multi-spectral bands — beyond RGB into near-infrared, thermal, SAR
Massive sizes — a single satellite image can be 10,000×10,000 pixels
Spatial context matters — random cropping destroys geographic patterns
Feeding a global hunger for satellite data
Running Tabby Locally with AMD ROCm | Tabby AI coding assistant
Profiling in PyTorch (Part 1): A Beginner's Guide to torch.profiler
How to run TorchForge reinforcement learning pipelines in the Together AI Native Cloud
ThunderKittens: A Simple Embedded DSL for AI kernels
Build a spatial GNN pipeline with city2graph, OSMnx, and PyTorch Geometric to construct proximity graphs and train GraphSAGE
Pour nous, géologues d'exploration, l'imagerie satellite est une mine d'or (jeu de mots volontaire)....
Tilebox Launches Verifiable AI Workflows for Satellite Data
Most people use PyTorch without really knowing what's happening underneath. This series breaks the...
Multimodal data and nighttime imaging are now essential for prediction, response and planning across both governments and…
A Blog post by NVIDIA on Hugging Face
