From 614f9d20801461353373d488525331aa76abc231 Mon Sep 17 00:00:00 2001 From: Ross Wightman Date: Tue, 9 Jan 2024 14:59:49 -0800 Subject: [PATCH] Update README.md --- README.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/README.md b/README.md index 09b42ce9..5d2c27d9 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,17 @@ * The Hugging Face Hub (https://huggingface.co/timm) is now the primary source for `timm` weights. Model cards include link to papers, original source, license. * Previous 0.6.x can be cloned from [0.6.x](https://github.com/rwightman/pytorch-image-models/tree/0.6.x) branch or installed via pip with version. +### 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 + ### Nov 23, 2023 * Added EfficientViT-Large models, thanks [SeeFun](https://github.com/seefun) * Fix Python 3.7 compat, will be dropping support for it soon