torchrs

PyTorch implementation of popular datasets and models in remote sensing

MIT License

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torchrs - 0.0.4 Latest Release

Published by isaaccorley about 3 years ago

  • Added RSVQAHR, Sydney Captions, UC Merced Captions, S2MTCP, ADVANCE, SAT-4, SAT-6, HRSCD, Inria AIL, TiSeLaC, GID-15, ZeuriCrop, AID, Dubai Segmentation, HKH Glacier Mapping, UC Merced, PatternNet, WHU-RS19, RSSCN7, Brazilian Coffee Scenes datasets & datamodules
  • Added methods for creating train/val/test splits in datamodules
  • Added ExtractChips transform
  • Added dataset and datamodules local tests
  • Added h5py, imagecodecs, torchaudio reqs
  • Some minor fixes+additions to current datasets
  • Added FCEF, FCSiamConc, FCSiamDiff PL modules
torchrs -

Published by isaaccorley about 3 years ago

Added FAIR1M, OSCD, S2Looking, LEVIR-CD+, RSVQAxBEN datasets
Added EF, Siam, FC-EF, FC-Siam-conc, FC-Siam-diff change detection models

torchrs -

Published by isaaccorley about 3 years ago

  • Added PROBA-V, ETCI2021, RSVQA LR, RSICD, RESISC45, EuroSAT datasets
  • Added RAMS model
  • Added Compose, ToTensor, ToDtype transforms
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