## Motivation
Based on the ImageNet dataset, we propose the ImageNet-S dataset has 1.2 million training images and 50k high-quality semantic segmentation annotations to support unsupervised/semi-supervised semantic segmentation on the ImageNet dataset.
paper:
Large-scale Unsupervised Semantic Segmentation (TPAMI 2022)
[Paper link](https://arxiv.org/abs/2106.03149)
## Modification
1. Support imagenet-s dataset and its' configuration
2. Add the dataset preparation in the documentation
add custom dataset
add face occlusion dataset
add config file for occlusion face
fix format
update prepare.md
formatting
formatting
fix typo error for doc
update downloading process
Update dataset_prepare.md
PR fix version to original repository. change to original repository.
* [Feature] Add model ensemble tool
* [Enhance] Add en and zh_cn instructions for model_ensemble
* [Enhance] Add default-value for --out and modify instruction
* [Enhance] Add arg-type for --out
* [Enhance] Delete redundant code
* logger hooks samples updated
* [Docs] Details for WandBLoggerHook Added
* [Docs] lint test pass
* [Enhancement] .dev Python files updated to get better performance and quality
* [Docs] Details for WandBLoggerHook Added
* [Docs] lint test pass
* [Enhancement] .dev Python files updated to get better performance and quality
* [Enhancement] lint test passed
* [Enhancement] Change Some Line from Previous to Support Python<3.9
* Update .dev/gather_models.py
Co-authored-by: Miao Zheng <76149310+MeowZheng@users.noreply.github.com>
RandomMosaic is not working with the suggested configuration. In order to make use of the MultiImageMixDataset, the following lines:
```
dict(type='LoadImageFromFile')
dict(type='LoadAnnotations')
```
should be provided to both the wrapped and wrapper datasets.
* Update Dockerfile
Compatible with the latest version of MMCV and PyTorch for compatibility with Python3.10
* Update Dockerfile for serve
Compatible with the latest version of MMCV and PyTorch for compatibility with Python3.10
* Updating to the last version of supported Python
* Update Dockerfile
* Update get_started.md
* Update docs/zh_cn/get_started.md
Co-authored-by: Miao Zheng <76149310+MeowZheng@users.noreply.github.com>
Co-authored-by: Miao Zheng <76149310+MeowZheng@users.noreply.github.com>
* [Fix] Add avg_non_ignore in cross entropy loss
* [Fix] Add avg_non_ignore in cross entropy loss
* add docstring
* fix ut
* fix docstring and comments
* fix
* fix bce
* fix avg_factor in BCE and add more ut
* add avg_non_ignore
* add more ut
* fix part of ut
* fix part of ut
* test avg_non_ignore would not affect ce/bce when reduction none/sum
* test avg_non_ignore would not affect ce/bce when reduction none/sum/mean
* re-organize ut
* re-organize ut
* re-organize ut
* re-organize hardcode case
* fix parts of comments
* fix another parts of comments
* fix
* change version to v0.22.0
* change version to v0.22.0
* add mmcls version in get_started.md
* add mmcls installation and move PR1299 into enhancement
* add mmcls installation and move PR1299 into enhancement
* remove MMCLS and make mmcv <=1.5.0 version in get_started.md
* fix typo
* generate and plot confusion matrix
* fix typo
* add usage and examples for confusion matrix
* deal with nan values(pick pr#7147 mmdet)
* fix md format
* support iSAID aerial dataset
* Update and rename docs/dataset_prepare.md to 博士/dataset_prepare.md
* Update dataset_prepare.md
* fix typo
* fix typo
* fix typo
* remove imgviz
* fix wrong order in annotation name
* upload models&logs
* upload models&logs
* add load_annotations
* fix unittest coverage
* fix unittest coverage
* fix correct crop size in config
* fix iSAID unit test
* fix iSAID unit test
* fix typos
* fix wrong crop size in readme
* use smaller figure as test data
* add smaller dataset in test data
* add blank in docs
* use 0 bytes pseudo data
* add footnote and comments for crop size
* change iSAID to isaid and add default value in it
* change iSAID to isaid in _base_
Co-authored-by: MengzhangLI <mcmong@pku.edu.cn>
谢昕辰
Miguel Méndez
Christoph Reich
Shanghua Gao
jinwonkim93
Miao Zheng
Jinhee Lee
MengzhangLI
zhijiejia
AmirMasoud Nourollah
suchot
乐乐乐乐乐乐乐
Giovanni Cavallin
谢昕辰
Double
kahkeng
Rockey
FangjianLin
andife
Hyeokjoon Kwon
Waterman0524
Luming Tang