microsoft/torchgeo

Issues

• Migrate from Radiant MLHub to Source Cooperative

  #1830 opened 4 months ago by adamjstewart
  15

• README.md benchmark dataset code

  #2069 opened 10 days ago by douglasmacdonald
  5

• class_weights cannot be passed via config file as a tensor is expected

  #2060 opened 14 days ago by robmarkcole
  5

• Add support for Lightning Streaming Dataset

  #1886 opened 3 months ago by tchaton
  15

• Overrideable resample property for IntersectionDataset

  #2012 opened 16 days ago by robmarkcole
  0

• Add Inference Example

  #1991 opened 2 months ago by DimitrisMantas
  1

• Git clone and pip install results in 'Successfully installed UNKNOWN-0.0.0'

  #2056 opened 19 days ago by robmarkcole
  10

• Check if bbox of intersection is valid

  #2040 opened a month ago by adriantre
  4

• Add YAML formatter

  #2004 opened a month ago by adamjstewart
  16

• UnionDataset of two IntersectionDataset fails

  #2028 opened a month ago by TolgaAktas
  2

• RandomBatchGeoSampler produces nan or nodata values

  #2029 opened a month ago by tgoelles
  6

• CDL: cannot redownload additional years

  #2007 opened a month ago by robmarkcole
  20

• Auto download fails for FireRisk

  #1996 opened a month ago by bourcierj
  11

• Switch coverage providers?

  #1995 opened a month ago by adamjstewart
  1

• Change documentation theme

  #2006 opened a month ago by adamjstewart
  0

• Anomaly with RandomGrayScale tests

  #2002 opened a month ago by ashnair1
  2

• Use ruff

  #1986 opened a month ago by adamjstewart
  0

• Benchmarking of all pre-trained weights

  #1792 opened 5 months ago by adamjstewart
  4

• v0.5.2 missing PRs

  #1980 opened 2 months ago by DimitrisMantas
  2

• Add BalancedRandomGeoSampler balancing positives and negatives

  #1883 opened 3 months ago by adriantre
  2

• Add plot method to IntersectionDataset

  #1971 opened 2 months ago by adamjstewart
  1

• Switch from SMP to TorchSeg

  #1967 opened 2 months ago by adamjstewart
  1

• Add a WMS Dataset

  #1963 opened 2 months ago by ianturton
  2

• Zero mask in ISPRS Potsdam

  #1727 opened 6 months ago by mizoru
  6

• Errors & improvements in Metrics descriptions

  #1923 opened 3 months ago by robmarkcole
  2

• Add instructions on downloading the DeepGlobeLandCover dataset

  #1797 opened 3 months ago by robmarkcole
  5

• Document significance of macro vs micro averaging

  #1874 opened 3 months ago by robmarkcole
  3

• Support additional SatlasPretrain models.

  #1861 opened 4 months ago by piperwolters
  6

• FR LEVIRCDPlusDataModule

  #1706 opened 7 months ago by robmarkcole
  0

• Add licenses to datasets/pre-trained weights tables

  #1710 opened 6 months ago by adamjstewart
  2

• The new lightly release breaks BaseTask with timm imports

  #1824 opened 4 months ago by CarlosGomes98
  5

• trainers.segmentation JaccardLoss receiving num_classes, should be a List[int]?

  #1896 opened 3 months ago by robmarkcole
  8

• SSL Weight Decay

  #1828 opened 3 months ago by guarin
  6

• Sentinel 2 dataset can't see files downloaded from Copernicus Browser - filename doesn't fit regex

  #1912 opened 3 months ago by soheir96
  1

• OSCDDataModule initialises with batch_size 1, ignoring the configured batch_size

  #1890 opened 3 months ago by robmarkcole
  4

• Datamodule augmentation defaults

  #1841 opened 4 months ago by calebrob6
  8

• GeoDataset: non-deterministic behavior

  #1899 opened 3 months ago by DimitrisMantas
  5

• Add `ignore_index` support for Jaccard Loss

  #1891 opened 3 months ago by DimitrisMantas
  1

• Unpin torch, use a min or range?

  #1895 opened 3 months ago by robmarkcole
  4

• NCCM checksum error

  #1854 opened 4 months ago by favyen2
  6

• Easier way to use Data Processing steps outside of datamodule

  #1780 opened 5 months ago by nilsleh
  4

• Incompatible image size with RandomGeoSampler

  #1778 opened 5 months ago by hfangcat
  3

• OnDiskDataset not robust to multiprocessing

  #1765 opened 6 months ago by fredtony
  2

• SustainBenchCropYield reads all the data on __getitem__

  #1754 opened 6 months ago by calebrob6
  1

• Sentinel2 Dataset behavior

  #1758 opened 6 months ago by calebrob6
  3

• SustainBenchCropYield download doesn't work

  #1753 opened 6 months ago by calebrob6
  0

• RandomGeoSampler does not work with flipped geotifs

  #1746 opened 6 months ago by tanpinquan
  2

• Kornia KeyError: 'image' cleared if self.aug is defined

  #1744 opened 6 months ago by robmarkcole
  2

• Update xView dataset to return image1, image2

  #1691 opened 7 months ago by robmarkcole
  3

• Support variably-sized caches in 'RasterDataset'

  #1694 opened 7 months ago by pmaldonado
  6