Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.
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Bump timm from 0.9.2 to 0.9.16 in /requirements #450
Removed setup.py, moved to pyproject.toml based build supported by PDM
Add updated model EMA impl using _for_each for less overhead
Support device args in train script for non GPU devices
Other misc fixes and small additions
Min supported Python version increased to 3.8
Release 0.9.16
Jan 8, 2024
Datasets & transform refactoring
HuggingFace streaming (iterable) dataset support (--dataset hfids:org/dataset)
Webdataset wrapper tweaks for improved split info fetching, can auto fetch splits from supported HF hub webdataset
Tested HF datasets and webdataset wrapper streaming from HF hub with recent timm ImageNet uploads to https://huggingface.co/timm
Make input & target column/field keys consistent across datasets and pass via args
Full monochrome support when using e:g: --input-size 1 224 224 or --in-chans 1, sets PIL image conversion appropriately in dataset
Improved several alternate crop & resize transforms (ResizeKeepRatio, RandomCropOrPad, etc) for use in PixParse document AI project
Add SimCLR style color jitter prob along with grayscale and gaussian blur options to augmentations and args
Allow train without validation set (--val-split '') in train script
Add --bce-sum (sum over class dim) and --bce-pos-weight (positive weighting) args for training as they're common BCE loss tweaks I was often hard coding
Fix Python 3.7 compat, will be dropping support for it soon
Other misc fixes
Release 0.9.12
Release v0.9.11
Nov 20, 2023
Added significant flexibility for Hugging Face Hub based timm models via model_args config entry. model_args will be passed as kwargs through to models on creation.
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Bumps timm from 0.9.2 to 0.9.16.
Release notes
Sourced from timm's releases.
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Commits
6e6f368
Update README.md49992b0
Update version.py79f2ce9
Update changes.md9926be4
Update README.md3df4ffe
Delete requirements-docs.txt155b32a
Merge pull request #2096 from huggingface/pyproject_pdm35d6eef
Version bump, add test markers back to toml01616aa
Remove setup.py, replace with pyproject.toml and pdm helpers8a713b0
Merge branch 'seefun-master'31e0dc0
Tweak hgnet before mergeYou can trigger a rebase of this PR by commenting
@dependabot rebase
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