Siyuan Li

Hi, we have reimplemented FMix in [OpenMixup](https://github.com/Westlake-AI/openmixup) for image classification benchmarks on various datasets (ImageNet, CIFAR-10/100, Tiny-ImageNet, etc.). Various backbone architectures (ResNet, ResNeXt, Wide-ResNet, ViT, Swin Transformer, etc.) are supported.

Hi, Thanks for your advice @lofrienger! We are working on a simplified version of **AutoMix** for more practical usage, but it might require quite a long time. Therefore, we plan...

Hi, @zugofn. Thanks for your appreciation of A2MIM. Since A2MIM is under review, we plan to release the pre-trained model in late September or later. We will inform you when...

> > Hi, @zugofn. Thanks for your appreciation of A2MIM. Since A2MIM is under review, we plan to release the pre-trained model in late September or later. We will inform...

Yes, @donggoing, it might be uploaded in early October. As for your question, A2MIM works for Transformer and CNN, and there is no difference in its algorithm for both two...

Hi @wang-tf, thanks for your suggestion. Since I haven't used LMDB to load image datasets, I'd like to have some exciting implementations for reference. But I can't find the support...

Thanks very much for your hint. According to the [implementation](https://github.com/open-mmlab/mmclassification/blob/91b85bb4a5df075ae2690273da32819b298e4395/mmcls/datasets/custom.py) in MMClassification, I will support the same [file_client](https://github.com/open-mmlab/mmcv/blob/e417035f5d473b9f85d15ba01267d48d7f30e71e/mmcv/fileio/file_client.py) functions as the `CustomDataset` in the next commit.

Hi, @wang-tf. We have updated `ImageList` in [image_list.py](https://github.com/Westlake-AI/openmixup/tree/main/openmixup/datasets/data_sources/image_list.py) according to MMClassification, which is used to load images from list files in the latest [commit](https://github.com/Westlake-AI/openmixup/commit/ac60a38e46f814895db6673b850fd816b2a5fac1). The LMDB dataset can be used...

Hi, @nwmorten. Sorry for the late reply. Have I solved this issue yet?

Hi guys, thanks for your attention and patience. We have uploaded the release of weights, logs, visualizations of [A2MIM](https://arxiv.org/abs/2205.13943) and relevant self-supervised methods in [a2mim-in1k-weights](https://github.com/Westlake-AI/openmixup/releases/tag/a2mim-in1k-weights). We are sorry for the...