FLAIR#2 Dataset and Datamodule Integration#2394

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MathiasBaumgartinger wants to merge 67 commits intomicrosoft:mainfrom MathiasBaumgartinger:main

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Commits on Sep 13, 2024

docs: update recommended strategy for models with input and output (img and msk)
Mathias Baumgartinger
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fix: grammar and formatting

MathiasBaumgartinger
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adamjstewart
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fix: grammar

MathiasBaumgartinger
and
adamjstewart
authored

Commits on Oct 29, 2024

Merge branch 'microsoft:main' into main
MathiasBaumgartinger
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feat/WIP: draft for data.py generation file for FLAIR2 dataset
Mathias Baumgartinger
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fix/WIP: fix formatting conventions and populate directories for each type individually
Mathias Baumgartinger
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fix/WIP: use alternative hashing algorithm for reproducibility and correct rng ranges
Mathias Baumgartinger
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Commits on Oct 30, 2024

feat/WIP: draft for datasets and docs
LL Workshop
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Commits on Nov 3, 2024

refactor/WIP: mark TODOS, add some documentation
Mathias Baumgartinger
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feat/WIP: first draft for test FLAIR2
Mathias Baumgartinger
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feat: add FLAIR2 import to __init.py__
Mathias Baumgartinger
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feat/WIP: adds sentinel 2 loading/plotting logic
Mathias Baumgartinger
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Merge branch 'microsoft:main' into main
MathiasBaumgartinger
authored

Commits on Nov 4, 2024

feat/WIP: update flair2 unit tests
Mathias Baumgartinger
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fix&refactor/WIP: provide correct download address for toy dataset and refine plotting
Mathias
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fix/WIP: properly crop sentinel 2 data
Mathias
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Commits on Nov 5, 2024

fix/WIP: update cropping slices to match the actual size, fix _verify() for sentinel
Mathias Baumgartinger
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feat/WIP: add test data creation of sentinel files
Mathias Baumgartinger
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fix: update tests for FLAIR2 dataset
Mathias Baumgartinger
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feat: add dummy data for flair2
Mathias
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fix: properly expose FLAIR2 dataet in __init__.py
Mathias
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docs: update documentation of flair2 dataset
Mathias
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feat: proper integrity checks using correct md5s
Mathias
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feat: expose an option for using/not using sentinel data
Mathias
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feat: add flair2 datamodule
Mathias
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Merge branch 'microsoft:main' into main
MathiasBaumgartinger
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feat: new dummy data
Mathias
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refactor: syntax for mypy and ruff
Mathias
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fix: bug where sentinel data could be of dimension 0 in first T dimension
Mathias
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feat: save md5s of newly created zips to txt
Mathias
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fix: update md5s for test data
Mathias
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Merge branch 'main' of https://github.com/MathiasBaumgartinger/torchgeo
Mathias
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refactor: remove accidentally pushed test scene
Mathias
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refactor: fix ordering for ruff
Mathias
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Commits on Nov 21, 2024

perf: reduce dummy data size
Mathias Baumgartinger
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docs: replace wrong class link
Mathias Baumgartinger
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docs: update versionadded 0.7
Mathias Baumgartinger
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docs: add versionadded
Mathias Baumgartinger
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refactor: add colormap as class member and restructure code
Mathias Baumgartinger
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fix: add a self. for newly defined member variable (undefined variable)
Mathias Baumgartinger
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Commits on Nov 24, 2024

feat: add data creation of toy set and change newly created data (x:y; 256-256=>16x16)
Mathias Baumgartinger
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refactor: make FLAIR2Toy an own dataset that inherits from FLAIR2 as opposed to initializing with flag
Mathias Baumgartinger
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feat: apply new FLAIR2Toy in __init__ and tests
Mathias Baumgartinger
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docs: remove TODOs
Mathias Baumgartinger
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fix: use proper bands for rgb sentinel image
Mathias Baumgartinger
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Commits on Nov 25, 2024

fix: naming inconsistencies in download url and file name
Mathias Baumgartinger
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fix: format glob-string (i.e. SEN_*{0}.npy) to prevent continously extracting
Mathias Baumgartinger
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refactor: different approach to loading sentinels more clearly seperated
Mathias Baumgartinger
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refactor: ruff/mypy errors
Mathias Baumgartinger
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Commits on Nov 26, 2024

fix: do not assume 1:1 mapping from sentinel to aerial
Baumgartinger Mathias
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Commits on Nov 27, 2024

docs: remove unwanted BOM from utf-8 encoding in csv file
Mathias Baumgartinger
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feat: expose toy dataset to flair module via flag
Mathias Baumgartinger
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fix: expose FLAIR2Toy dataset under the all section in __init__.py
Mathias Baumgartinger
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Commits on Nov 28, 2024

feat: update data generation for 1 to n mapping for sentinel to aerial and minor bug fixes
Mathias Baumgartinger
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feat: 1:n mapping from sentinel to aerial in tests, also build in naming inconsistencies in original dataset
Mathias Baumgartinger
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Merge branch 'main' into main
MathiasBaumgartinger
authored
fix: retry removing changes in the entire file
Mathias Baumgartinger
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refactor: sorting of __all__ tuple in ascending order (ruff)
Mathias Baumgartinger
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refactor: ruff 0.8 formatting
Mathias Baumgartinger
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Commits on Dec 7, 2024

refactor(test-data): remove personal directories from printed md5s
Mathias Baumgartinger
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docs(headers): add proper microsoft headings
Mathias Baumgartinger
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feat(band-indexing): add sentinel bands and actually apply the chosen bands when indexing, include RGBMissing testcase
Mathias Baumgartinger
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fix(datamodule): typo self.augs instead of self.aug
Mathias Baumgartinger
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refactor: ruff changes
Mathias Baumgartinger
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Commits on Dec 9, 2024

fix: initialize elevation and nir_r_g as null
Baumgartinger Mathias
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Commits on Dec 13, 2024

fix: incorrect stds in pre-computed statistics
Mathias Baumgartinger
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Commits on Dec 15, 2024

fix: add explicit aerial and sentinel band naming to toy dataset
Mathias Baumgartinger
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