From 49b062e3656a6b90518e5d1a9a7db2a7d92da5b3 Mon Sep 17 00:00:00 2001 From: Andrew Lau <44357892+liuruiqiang@users.noreply.github.com> Date: Fri, 3 Feb 2023 16:02:19 +0800 Subject: [PATCH] CodeCamp #139 [Feature] Support REFUGE dataset. (#2554) ## Motivation Add REFUGE datasets Old PR: https://github.com/open-mmlab/mmsegmentation/pull/2420 --------- Co-authored-by: MengzhangLI --- configs/_base_/datasets/refuge.py | 90 +++++++++++ docs/en/user_guides/2_dataset_prepare.md | 57 ++++++- docs/zh_cn/user_guides/2_dataset_prepare.md | 141 ++++++++++++------ mmseg/datasets/__init__.py | 3 +- mmseg/datasets/refuge.py | 28 ++++ .../ann_dir/pseudo_g0001.png | Bin 0 -> 2876 bytes .../img_dir/pseudo_g0001.png | Bin 0 -> 294138 bytes tests/test_datasets/test_dataset.py | 16 +- tools/dataset_converters/refuge.py | 110 ++++++++++++++ 9 files changed, 391 insertions(+), 54 deletions(-) create mode 100644 configs/_base_/datasets/refuge.py create mode 100644 mmseg/datasets/refuge.py create mode 100644 tests/data/pseudo_refuge_dataset/ann_dir/pseudo_g0001.png create mode 100644 tests/data/pseudo_refuge_dataset/img_dir/pseudo_g0001.png create mode 100644 tools/dataset_converters/refuge.py diff --git a/configs/_base_/datasets/refuge.py b/configs/_base_/datasets/refuge.py new file mode 100644 index 000000000..79bb4d4e9 --- /dev/null +++ b/configs/_base_/datasets/refuge.py @@ -0,0 +1,90 @@ +# dataset settings +dataset_type = 'REFUGEDataset' +data_root = 'data/REFUGE' +train_img_scale = (2056, 2124) +val_img_scale = (1634, 1634) +test_img_scale = (1634, 1634) +crop_size = (512, 512) + +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', reduce_zero_label=False), + dict( + type='RandomResize', + scale=train_img_scale, + ratio_range=(0.5, 2.0), + keep_ratio=True), + dict(type='RandomCrop', crop_size=crop_size, cat_max_ratio=0.75), + dict(type='RandomFlip', prob=0.5), + dict(type='PhotoMetricDistortion'), + dict(type='PackSegInputs') +] +val_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='Resize', scale=val_img_scale, keep_ratio=True), + # add loading annotation after ``Resize`` because ground truth + # does not need to do resize data transform + dict(type='LoadAnnotations', reduce_zero_label=False), + dict(type='PackSegInputs') +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='Resize', scale=test_img_scale, keep_ratio=True), + # add loading annotation after ``Resize`` because ground truth + # does not need to do resize data transform + dict(type='LoadAnnotations', reduce_zero_label=False), + dict(type='PackSegInputs') +] +img_ratios = [0.5, 0.75, 1.0, 1.25, 1.5, 1.75] +tta_pipeline = [ + dict(type='LoadImageFromFile', backend_args=dict(backend='local')), + dict( + type='TestTimeAug', + transforms=[ + [ + dict(type='Resize', scale_factor=r, keep_ratio=True) + for r in img_ratios + ], + [ + dict(type='RandomFlip', prob=0., direction='horizontal'), + dict(type='RandomFlip', prob=1., direction='horizontal') + ], [dict(type='LoadAnnotations')], [dict(type='PackSegInputs')] + ]) +] +train_dataloader = dict( + batch_size=4, + num_workers=4, + persistent_workers=True, + sampler=dict(type='InfiniteSampler', shuffle=True), + dataset=dict( + type=dataset_type, + data_root=data_root, + data_prefix=dict( + img_path='images/training', seg_map_path='annotations/training'), + pipeline=train_pipeline)) +val_dataloader = dict( + batch_size=1, + num_workers=4, + persistent_workers=True, + sampler=dict(type='DefaultSampler', shuffle=False), + dataset=dict( + type=dataset_type, + data_root=data_root, + data_prefix=dict( + img_path='images/validation', + seg_map_path='annotations/validation'), + pipeline=val_pipeline)) +test_dataloader = dict( + batch_size=1, + num_workers=4, + persistent_workers=True, + sampler=dict(type='DefaultSampler', shuffle=False), + dataset=dict( + type=dataset_type, + data_root=data_root, + data_prefix=dict( + img_path='images/test', seg_map_path='annotations/test'), + pipeline=val_pipeline)) + +val_evaluator = dict(type='IoUMetric', iou_metrics=['mDice']) +test_evaluator = val_evaluator diff --git a/docs/en/user_guides/2_dataset_prepare.md b/docs/en/user_guides/2_dataset_prepare.md index e9c7683dc..5d36061d8 100644 --- a/docs/en/user_guides/2_dataset_prepare.md +++ b/docs/en/user_guides/2_dataset_prepare.md @@ -145,6 +145,15 @@ mmsegmentation │ │ ├── ann_dir │ │ │ ├── train │ │ │ ├── val +│ ├── REFUGE +│ │ ├── images +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +│ │ ├── annotations +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test ``` ### Cityscapes @@ -330,7 +339,7 @@ For Potsdam dataset, please run the following command to download and re-organiz python tools/dataset_converters/potsdam.py /path/to/potsdam ``` -In our default setting, it will generate 3,456 images for training and 2,016 images for validation. +In our default setting, it will generate 3456 images for training and 2016 images for validation. ### ISPRS Vaihingen @@ -383,7 +392,7 @@ You may need to follow the following structure for dataset preparation after dow python tools/dataset_converters/isaid.py /path/to/iSAID ``` -In our default setting (`patch_width`=896, `patch_height`=896, `overlap_area`=384), it will generate 33,978 images for training and 11,644 images for validation. +In our default setting (`patch_width`=896, `patch_height`=896, `overlap_area`=384), it will generate 33978 images for training and 11644 images for validation. ## LIP(Look Into Person) dataset @@ -436,7 +445,7 @@ cd ./RawData/Training Then create `train.txt` and `val.txt` to split dataset. -According to TransUNet, the following is the data set division. +According to TransUnet, the following is the data set division. train.txt @@ -500,7 +509,45 @@ Then, use this command to convert synapse dataset. python tools/dataset_converters/synapse.py --dataset-path /path/to/synapse ``` -In our default setting, it will generate 2,211 2D images for training and 1,568 2D images for validation. - Noted that MMSegmentation default evaluation metric (such as mean dice value) is calculated on 2D slice image, which is not comparable to results of 3D scan in some paper such as [TransUNet](https://arxiv.org/abs/2102.04306). + +### REFUGE + +Register in [REFUGE Challenge](https://refuge.grand-challenge.org) and download [REFUGE dataset](https://refuge.grand-challenge.org/REFUGE2Download). + +Then, unzip `REFUGE2.zip` and the contents of original datasets include: + +```none +├── REFUGE2 +│ ├── REFUGE2 +│ │ ├── Annotation-Training400.zip +│ │ ├── REFUGE-Test400.zip +│ │ ├── REFUGE-Test-GT.zip +│ │ ├── REFUGE-Training400.zip +│ │ ├── REFUGE-Validation400.zip +│ │ ├── REFUGE-Validation400-GT.zip +│ ├── __MACOSX +``` + +Please run the following command to convert REFUGE dataset: + +```shell +python tools/convert_datasets/refuge.py --raw_data_root=/path/to/refuge/REFUGE2/REFUGE2 +``` + +The script will make directory structure below: + +```none +│ ├── REFUGE +│ │ ├── images +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +│ │ ├── annotations +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +``` + +It includes 400 images for training, 400 images for validation and 400 images for testing which is the same as REFUGE 2018 dataset. diff --git a/docs/zh_cn/user_guides/2_dataset_prepare.md b/docs/zh_cn/user_guides/2_dataset_prepare.md index a8dde9211..bea1efd5c 100644 --- a/docs/zh_cn/user_guides/2_dataset_prepare.md +++ b/docs/zh_cn/user_guides/2_dataset_prepare.md @@ -1,6 +1,6 @@ ## 准备数据集(待更新) -推荐用软链接, 将数据集根目录链接到 `$MMSEGMENTATION/data` 里. 如果您的文件夹结构是不同的, 您也许可以试着修改配置文件里对应的路径. +推荐用软链接,将数据集根目录链接到 `$MMSEGMENTATION/data` 里。如果您的文件夹结构是不同的,您也许可以试着修改配置文件里对应的路径。 ```none mmsegmentation @@ -126,51 +126,60 @@ mmsegmentation │ │ ├── ann_dir │ │ │ ├── train │ │ │ ├── val +│ ├── REFUGE +│ │ ├── images +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +│ │ ├── annotations +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test ``` ### Cityscapes -注册成功后, 数据集可以在 [这里](https://www.cityscapes-dataset.com/downloads/) 下载. +注册成功后,数据集可以在 [这里](https://www.cityscapes-dataset.com/downloads/) 下载。 -通常情况下, `**labelTrainIds.png` 被用来训练 cityscapes. +通常情况下,`**labelTrainIds.png` 被用来训练 cityscapes。 基于 [cityscapesscripts](https://github.com/mcordts/cityscapesScripts), 我们提供了一个 [脚本](https://github.com/open-mmlab/mmsegmentation/blob/master/tools/convert_datasets/cityscapes.py), -去生成 `**labelTrainIds.png`. +去生成 `**labelTrainIds.png`。 ```shell -# --nproc 8 意味着有 8 个进程用来转换,它也可以被忽略. +# --nproc 8 意味着有 8 个进程用来转换,它也可以被忽略。 python tools/convert_datasets/cityscapes.py data/cityscapes --nproc 8 ``` ### Pascal VOC -Pascal VOC 2012 可以在 [这里](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar) 下载. -此外, 许多最近在 Pascal VOC 数据集上的工作都会利用增广的数据, 它们可以在 [这里](http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/semantic_contours/benchmark.tgz) 找到. +Pascal VOC 2012 可以在 [这里](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar) 下载。 +此外,许多最近在 Pascal VOC 数据集上的工作都会利用增广的数据,它们可以在 [这里](http://www.eecs.berkeley.edu/Research/Projects/CS/vision/grouping/semantic_contours/benchmark.tgz) 找到。 -如果您想使用增广后的 VOC 数据集, 请运行下面的命令来将数据增广的标注转成正确的格式. +如果您想使用增广后的 VOC 数据集,请运行下面的命令来将数据增广的标注转成正确的格式。 ```shell -# --nproc 8 意味着有 8 个进程用来转换,它也可以被忽略. +# --nproc 8 意味着有 8 个进程用来转换,它也可以被忽略。 python tools/convert_datasets/voc_aug.py data/VOCdevkit data/VOCdevkit/VOCaug --nproc 8 ``` -关于如何拼接数据集 (concatenate) 并一起训练它们, 更多细节请参考 [拼接连接数据集](https://github.com/open-mmlab/mmsegmentation/blob/master/docs/zh_cn/tutorials/customize_datasets.md#%E6%8B%BC%E6%8E%A5%E6%95%B0%E6%8D%AE%E9%9B%86) . +关于如何拼接数据集 (concatenate) 并一起训练它们,更多细节请参考 [拼接连接数据集](https://github.com/open-mmlab/mmsegmentation/blob/master/docs/zh_cn/tutorials/customize_datasets.md#%E6%8B%BC%E6%8E%A5%E6%95%B0%E6%8D%AE%E9%9B%86) 。 ### ADE20K -ADE20K 的训练集和验证集可以在 [这里](http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip) 下载. -您还可以在 [这里](http://data.csail.mit.edu/places/ADEchallenge/release_test.zip) 下载验证集. +ADE20K 的训练集和验证集可以在 [这里](http://data.csail.mit.edu/places/ADEchallenge/ADEChallengeData2016.zip) 下载。 +您还可以在 [这里](http://data.csail.mit.edu/places/ADEchallenge/release_test.zip) 下载验证集。 ### Pascal Context -Pascal Context 的训练集和验证集可以在 [这里](http://host.robots.ox.ac.uk/pascal/VOC/voc2010/VOCtrainval_03-May-2010.tar) 下载. -注册成功后, 您还可以在 [这里](http://host.robots.ox.ac.uk:8080/eval/downloads/VOC2010test.tar) 下载验证集. +Pascal Context 的训练集和验证集可以在 [这里](http://host.robots.ox.ac.uk/pascal/VOC/voc2010/VOCtrainval_03-May-2010.tar) 下载。 +注册成功后,您还可以在 [这里](http://host.robots.ox.ac.uk:8080/eval/downloads/VOC2010test.tar) 下载验证集。 -为了从原始数据集里切分训练集和验证集, 您可以在 [这里](https://codalabuser.blob.core.windows.net/public/trainval_merged.json) -下载 trainval_merged.json. +为了从原始数据集里切分训练集和验证集, 您可以在 [这里](https://codalabuser.blob.core.windows.net/public/trainval_merged.json) +下载 trainval_merged.json。 -如果您想使用 Pascal Context 数据集, -请安装 [细节](https://github.com/zhanghang1989/detail-api) 然后再运行如下命令来把标注转换成正确的格式. +如果您想使用 Pascal Context 数据集, +请安装 [细节](https://github.com/zhanghang1989/detail-api) 然后再运行如下命令来把标注转换成正确的格式。 ```shell python tools/convert_datasets/pascal_context.py data/VOCdevkit data/VOCdevkit/VOC2010/trainval_merged.json @@ -178,64 +187,64 @@ python tools/convert_datasets/pascal_context.py data/VOCdevkit data/VOCdevkit/VO ### CHASE DB1 -CHASE DB1 的训练集和验证集可以在 [这里](https://staffnet.kingston.ac.uk/~ku15565/CHASE_DB1/assets/CHASEDB1.zip) 下载. +CHASE DB1 的训练集和验证集可以在 [这里](https://staffnet.kingston.ac.uk/~ku15565/CHASE_DB1/assets/CHASEDB1.zip) 下载。 -为了将 CHASE DB1 数据集转换成 MMSegmentation 的格式,您需要运行如下命令: +为了将 CHASE DB1 数据集转换成 MMSegmentation 的格式,您需要运行如下命令: ```shell python tools/convert_datasets/chase_db1.py /path/to/CHASEDB1.zip ``` -这个脚本将自动生成正确的文件夹结构. +这个脚本将自动生成正确的文件夹结构。 ### DRIVE -DRIVE 的训练集和验证集可以在 [这里](https://drive.grand-challenge.org/) 下载. -在此之前, 您需要注册一个账号, 当前 '1st_manual' 并未被官方提供, 因此需要您从其他地方获取. +DRIVE 的训练集和验证集可以在 [这里](https://drive.grand-challenge.org/) 下载。 +在此之前,您需要注册一个账号,当前 '1st_manual' 并未被官方提供,因此需要您从其他地方获取。 -为了将 DRIVE 数据集转换成 MMSegmentation 格式, 您需要运行如下命令: +为了将 DRIVE 数据集转换成 MMSegmentation 格式,您需要运行如下命令: ```shell python tools/convert_datasets/drive.py /path/to/training.zip /path/to/test.zip ``` -这个脚本将自动生成正确的文件夹结构. +这个脚本将自动生成正确的文件夹结构。 ### HRF -首先, 下载 [healthy.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/healthy.zip) [glaucoma.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/glaucoma.zip), [diabetic_retinopathy.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/diabetic_retinopathy.zip), [healthy_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/healthy_manualsegm.zip), [glaucoma_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/glaucoma_manualsegm.zip) 以及 [diabetic_retinopathy_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/diabetic_retinopathy_manualsegm.zip). +首先,下载 [healthy.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/healthy.zip) [glaucoma.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/glaucoma.zip), [diabetic_retinopathy.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/diabetic_retinopathy.zip), [healthy_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/healthy_manualsegm.zip), [glaucoma_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/glaucoma_manualsegm.zip) 以及 [diabetic_retinopathy_manualsegm.zip](https://www5.cs.fau.de/fileadmin/research/datasets/fundus-images/diabetic_retinopathy_manualsegm.zip) 。 -为了将 HRF 数据集转换成 MMSegmentation 格式, 您需要运行如下命令: +为了将 HRF 数据集转换成 MMSegmentation 格式,您需要运行如下命令: ```shell python tools/convert_datasets/hrf.py /path/to/healthy.zip /path/to/healthy_manualsegm.zip /path/to/glaucoma.zip /path/to/glaucoma_manualsegm.zip /path/to/diabetic_retinopathy.zip /path/to/diabetic_retinopathy_manualsegm.zip ``` -这个脚本将自动生成正确的文件夹结构. +这个脚本将自动生成正确的文件夹结构。 ### STARE -首先, 下载 [stare-images.tar](http://cecas.clemson.edu/~ahoover/stare/probing/stare-images.tar), [labels-ah.tar](http://cecas.clemson.edu/~ahoover/stare/probing/labels-ah.tar) 和 [labels-vk.tar](http://cecas.clemson.edu/~ahoover/stare/probing/labels-vk.tar). +首先,下载 [stare-images.tar](http://cecas.clemson.edu/~ahoover/stare/probing/stare-images.tar), [labels-ah.tar](http://cecas.clemson.edu/~ahoover/stare/probing/labels-ah.tar) 和 [labels-vk.tar](http://cecas.clemson.edu/~ahoover/stare/probing/labels-vk.tar) 。 -为了将 STARE 数据集转换成 MMSegmentation 格式, 您需要运行如下命令: +为了将 STARE 数据集转换成 MMSegmentation 格式,您需要运行如下命令: ```shell python tools/convert_datasets/stare.py /path/to/stare-images.tar /path/to/labels-ah.tar /path/to/labels-vk.tar ``` -这个脚本将自动生成正确的文件夹结构. +这个脚本将自动生成正确的文件夹结构。 ### Dark Zurich -因为我们只支持在此数据集上测试模型, 所以您只需下载[验证集](https://data.vision.ee.ethz.ch/csakarid/shared/GCMA_UIoU/Dark_Zurich_val_anon.zip). +因为我们只支持在此数据集上测试模型,所以您只需下载[验证集](https://data.vision.ee.ethz.ch/csakarid/shared/GCMA_UIoU/Dark_Zurich_val_anon.zip) 。 ### Nighttime Driving -因为我们只支持在此数据集上测试模型,所以您只需下载[测试集](http://data.vision.ee.ethz.ch/daid/NighttimeDriving/NighttimeDrivingTest.zip). +因为我们只支持在此数据集上测试模型,所以您只需下载[测试集](http://data.vision.ee.ethz.ch/daid/NighttimeDriving/NighttimeDrivingTest.zip) 。 ### LoveDA -可以从 Google Drive 里下载 [LoveDA数据集](https://drive.google.com/drive/folders/1ibYV0qwn4yuuh068Rnc-w4tPi0U0c-ti?usp=sharing). +可以从 Google Drive 里下载 [LoveDA数据集](https://drive.google.com/drive/folders/1ibYV0qwn4yuuh068Rnc-w4tPi0U0c-ti?usp=sharing) 。 或者它还可以从 [zenodo](https://zenodo.org/record/5706578#.YZvN7SYRXdF) 下载, 您需要运行如下命令: @@ -248,46 +257,46 @@ wget https://zenodo.org/record/5706578/files/Val.zip wget https://zenodo.org/record/5706578/files/Test.zip ``` -对于 LoveDA 数据集,请运行以下命令下载并重新组织数据集: +对于 LoveDA 数据集,请运行以下命令下载并重新组织数据集 ```shell python tools/convert_datasets/loveda.py /path/to/loveDA ``` -请参照 [这里](https://github.com/open-mmlab/mmsegmentation/blob/master/docs/zh_cn/inference.md) 来使用训练好的模型去预测 LoveDA 测试集并且提交到官网. +请参照 [这里](https://github.com/open-mmlab/mmsegmentation/blob/master/docs/zh_cn/inference.md) 来使用训练好的模型去预测 LoveDA 测试集并且提交到官网。 -关于 LoveDA 的更多细节可以在[这里](https://github.com/Junjue-Wang/LoveDA) 找到. +关于 LoveDA 的更多细节可以在[这里](https://github.com/Junjue-Wang/LoveDA) 找到。 ### ISPRS Potsdam [Potsdam](https://www2.isprs.org/commissions/comm2/wg4/benchmark/2d-sem-label-potsdam/) -数据集是一个有着2D 语义分割内容标注的城市遥感数据集. -数据集可以从挑战[主页](https://www2.isprs.org/commissions/comm2/wg4/benchmark/data-request-form/) 获得. -需要其中的 `2_Ortho_RGB.zip` 和 `5_Labels_all_noBoundary.zip`. +数据集是一个有着2D 语义分割内容标注的城市遥感数据集。 +数据集可以从挑战[主页](https://www2.isprs.org/commissions/comm2/wg4/benchmark/data-request-form/) 获得。 +需要其中的 '2_Ortho_RGB.zip' 和 '5_Labels_all_noBoundary.zip'。 -对于 Potsdam 数据集,请运行以下命令下载并重新组织数据集 +对于 Potsdam 数据集,请运行以下命令下载并重新组织数据集 ```shell python tools/convert_datasets/potsdam.py /path/to/potsdam ``` -使用我们默认的配置, 将生成 3,456 张图片的训练集和 2,016 张图片的验证集. +使用我们默认的配置, 将生成 3456 张图片的训练集和 2016 张图片的验证集。 ### ISPRS Vaihingen [Vaihingen](https://www2.isprs.org/commissions/comm2/wg4/benchmark/2d-sem-label-vaihingen/) -数据集是一个有着2D 语义分割内容标注的城市遥感数据集. +数据集是一个有着2D 语义分割内容标注的城市遥感数据集。 数据集可以从挑战 [主页](https://www2.isprs.org/commissions/comm2/wg4/benchmark/data-request-form/). -需要其中的 'ISPRS_semantic_labeling_Vaihingen.zip' 和 'ISPRS_semantic_labeling_Vaihingen_ground_truth_eroded_COMPLETE.zip'. +需要其中的 'ISPRS_semantic_labeling_Vaihingen.zip' 和 'ISPRS_semantic_labeling_Vaihingen_ground_truth_eroded_COMPLETE.zip'。 -对于 Vaihingen 数据集, 请运行以下命令下载并重新组织数据集 +对于 Vaihingen 数据集,请运行以下命令下载并重新组织数据集 ```shell python tools/convert_datasets/vaihingen.py /path/to/vaihingen ``` -使用我们默认的配置 (`clip_size`=512, `stride_size`=256), 将生成 344 张图片的训练集和 398 张图片的验证集. +使用我们默认的配置 (`clip_size`=512, `stride_size`=256), 将生成 344 张图片的训练集和 398 张图片的验证集。 ### iSAID @@ -297,7 +306,7 @@ iSAID 数据集(训练集/验证集)的注释可以从 [iSAID](https://captain-w 该数据集是一个大规模的实例分割(也可以用于语义分割)的遥感数据集. -下载后, 在数据集转换前, 您需要将数据集文件夹调整成如下格式. +下载后,在数据集转换前,您需要将数据集文件夹调整成如下格式. ``` │ ├── iSAID @@ -404,3 +413,41 @@ python tools/dataset_converters/synapse.py --dataset-path /path/to/synapse 使用我们默认的配置, 将生成 2,211 张 2D 图片的训练集和 1,568 张图片的验证集. 需要注意的是 MMSegmentation 默认的评价指标 (例如平均 Dice 值) 都是基于每帧 2D 图片计算的, 这与基于每套 3D 图片计算评价指标的 [TransUNet](https://arxiv.org/abs/2102.04306) 是不同的. + +### REFUGE + +在[官网](https://refuge.grand-challenge.org)注册后, 下载 [REFUGE 数据集](https://refuge.grand-challenge.org/REFUGE2Download) `REFUGE2.zip` , 解压后的内容如下: + +```none +├── REFUGE2 +│ ├── REFUGE2 +│ │ ├── Annotation-Training400.zip +│ │ ├── REFUGE-Test400.zip +│ │ ├── REFUGE-Test-GT.zip +│ │ ├── REFUGE-Training400.zip +│ │ ├── REFUGE-Validation400.zip +│ │ ├── REFUGE-Validation400-GT.zip +│ ├── __MACOSX +``` + +运行如下命令,就可以按照 REFUGE2018 挑战赛划分数据集的标准将数据集切分成训练集、验证集、测试集: + +```shell +python tools/convert_datasets/refuge.py --raw_data_root=/path/to/refuge/REFUGE2/REFUGE2 +``` + +这个脚本将自动生成下面的文件夹结构: + +```none +│ ├── REFUGE +│ │ ├── images +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +│ │ ├── annotations +│ │ │ ├── training +│ │ │ ├── validation +│ │ │ ├── test +``` + +其中包括 400 张图片的训练集, 400 张图片的验证集和 400 张图片的测试集. diff --git a/mmseg/datasets/__init__.py b/mmseg/datasets/__init__.py index 8aa2e8d1a..0dd19ee31 100644 --- a/mmseg/datasets/__init__.py +++ b/mmseg/datasets/__init__.py @@ -17,6 +17,7 @@ from .loveda import LoveDADataset from .night_driving import NightDrivingDataset from .pascal_context import PascalContextDataset, PascalContextDataset59 from .potsdam import PotsdamDataset +from .refuge import REFUGEDataset from .stare import STAREDataset from .synapse import SynapseDataset # yapf: disable @@ -48,5 +49,5 @@ __all__ = [ 'DecathlonDataset', 'LIPDataset', 'ResizeShortestEdge', 'BioMedicalGaussianNoise', 'BioMedicalGaussianBlur', 'BioMedicalRandomGamma', 'BioMedical3DPad', 'RandomRotFlip', - 'SynapseDataset' + 'SynapseDataset', 'REFUGEDataset' ] diff --git a/mmseg/datasets/refuge.py b/mmseg/datasets/refuge.py new file mode 100644 index 000000000..4016a825a --- /dev/null +++ b/mmseg/datasets/refuge.py @@ -0,0 +1,28 @@ +# Copyright (c) OpenMMLab. All rights reserved. +import mmengine.fileio as fileio + +from mmseg.registry import DATASETS +from .basesegdataset import BaseSegDataset + + +@DATASETS.register_module() +class REFUGEDataset(BaseSegDataset): + """REFUGE dataset. + + In segmentation map annotation for REFUGE, 0 stands for background, which + is not included in 2 categories. ``reduce_zero_label`` is fixed to True. + The ``img_suffix`` is fixed to '.png' and ``seg_map_suffix`` is fixed to + '.png'. + """ + METAINFO = dict( + classes=('background', ' Optic Cup', 'Optic Disc'), + palette=[[120, 120, 120], [6, 230, 230], [56, 59, 120]]) + + def __init__(self, **kwargs) -> None: + super().__init__( + img_suffix='.png', + seg_map_suffix='.png', + reduce_zero_label=False, + **kwargs) + assert fileio.exists( + self.data_prefix['img_path'], backend_args=self.backend_args) diff --git a/tests/data/pseudo_refuge_dataset/ann_dir/pseudo_g0001.png b/tests/data/pseudo_refuge_dataset/ann_dir/pseudo_g0001.png new file mode 100644 index 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z1y>1{)HdwV5v3Q6)xu$(m5Eauy^xJcbVxatJr-ZqVDtKEs$qAnN0 z6_Au`!=U7`8SI0@Bz5^UQ22sSRLBfD|M^G;JlqxRI1(WuFjF8%YR3y9r1m zQAMTLYn{?vEJMXslqra`@=SZ}R>KB^y|4+6)%mx(WywkdU9$UXXkhm1fVm{eHchqeehIhOh^x zR216Ci?g*$E2nW0P7qDn*hCt+KSG%c_kbAd^pfn;idCR-Gsm*)^tRN*-6wzvA~ zwQIx7=)`~&NgGYunO3x#QIksAR)eZ58M%~pnHg{IO8rc-%IY$zfI_oVO2@8S+%Tk; zG}m4-mJ+sU97!;86GqceMOAB`&?;v{oGY47U%!6y<4?cv@bFRo0D^3Vbv*9?5C8xG M07*qoM6N<$f(oAZ<^TWy literal 0 HcmV?d00001 diff --git a/tests/test_datasets/test_dataset.py b/tests/test_datasets/test_dataset.py index 7c37204a6..b97cbae3a 100644 --- a/tests/test_datasets/test_dataset.py +++ b/tests/test_datasets/test_dataset.py @@ -8,7 +8,8 @@ import pytest from mmseg.datasets import (ADE20KDataset, BaseSegDataset, CityscapesDataset, COCOStuffDataset, DecathlonDataset, ISPRSDataset, LIPDataset, LoveDADataset, PascalVOCDataset, - PotsdamDataset, SynapseDataset, iSAIDDataset) + PotsdamDataset, REFUGEDataset, SynapseDataset, + iSAIDDataset) from mmseg.registry import DATASETS from mmseg.utils import get_classes, get_palette @@ -232,6 +233,19 @@ def test_synapse(): assert len(test_dataset) == 2 +def test_refuge(): + test_dataset = REFUGEDataset( + pipeline=[], + data_prefix=dict( + img_path=osp.join( + osp.dirname(__file__), + '../data/pseudo_refuge_dataset/img_dir'), + seg_map_path=osp.join( + osp.dirname(__file__), + '../data/pseudo_refuge_dataset/ann_dir'))) + assert len(test_dataset) == 1 + + def test_isaid(): test_dataset = iSAIDDataset( pipeline=[], diff --git a/tools/dataset_converters/refuge.py b/tools/dataset_converters/refuge.py new file mode 100644 index 000000000..1186866ab --- /dev/null +++ b/tools/dataset_converters/refuge.py @@ -0,0 +1,110 @@ +# Copyright (c) OpenMMLab. All rights reserved. +import argparse +import os +import os.path as osp +import tempfile +import zipfile + +import mmcv +import numpy as np +from mmengine.utils import mkdir_or_exist + + +def parse_args(): + parser = argparse.ArgumentParser( + description='Convert REFUGE dataset to mmsegmentation format') + parser.add_argument('--raw_data_root', help='the root path of raw data') + + parser.add_argument('--tmp_dir', help='path of the temporary directory') + parser.add_argument('-o', '--out_dir', help='output path') + args = parser.parse_args() + return args + + +def extract_img(root: str, + cur_dir: str, + out_dir: str, + mode: str = 'train', + file_type: str = 'img') -> None: + """_summary_ + + Args: + Args: + root (str): root where the extracted data is saved + cur_dir (cur_dir): dir where the zip_file exists + out_dir (str): root dir where the data is saved + + mode (str, optional): Defaults to 'train'. + file_type (str, optional): Defaults to 'img',else to 'mask'. + """ + zip_file = zipfile.ZipFile(cur_dir) + zip_file.extractall(root) + for cur_dir, dirs, files in os.walk(root): + # filter child dirs and directories with "Illustration" and "MACOSX" + if len(dirs) == 0 and \ + cur_dir.split('\\')[-1].find('Illustration') == -1 and \ + cur_dir.find('MACOSX') == -1: + + file_names = [ + file for file in files + if file.endswith('.jpg') or file.endswith('.bmp') + ] + for filename in sorted(file_names): + img = mmcv.imread(osp.join(cur_dir, filename)) + + if file_type == 'annotations': + img = img[:, :, 0] + img[np.where(img == 0)] = 1 + img[np.where(img == 128)] = 2 + img[np.where(img == 255)] = 0 + mmcv.imwrite( + img, + osp.join(out_dir, file_type, mode, + osp.splitext(filename)[0] + '.png')) + + +def main(): + args = parse_args() + + raw_data_root = args.raw_data_root + if args.out_dir is None: + out_dir = osp.join('./data', 'REFUGE') + + else: + out_dir = args.out_dir + + print('Making directories...') + mkdir_or_exist(out_dir) + mkdir_or_exist(osp.join(out_dir, 'images')) + mkdir_or_exist(osp.join(out_dir, 'images', 'training')) + mkdir_or_exist(osp.join(out_dir, 'images', 'validation')) + mkdir_or_exist(osp.join(out_dir, 'images', 'test')) + mkdir_or_exist(osp.join(out_dir, 'annotations')) + mkdir_or_exist(osp.join(out_dir, 'annotations', 'training')) + mkdir_or_exist(osp.join(out_dir, 'annotations', 'validation')) + mkdir_or_exist(osp.join(out_dir, 'annotations', 'test')) + + print('Generating images and annotations...') + # process data from the child dir on the first rank + cur_dir, dirs, files = list(os.walk(raw_data_root))[0] + print('====================') + + files = list(filter(lambda x: x.endswith('.zip'), files)) + + with tempfile.TemporaryDirectory(dir=args.tmp_dir) as tmp_dir: + for file in files: + # search data folders for training,validation,test + mode = list( + filter(lambda x: file.lower().find(x) != -1, + ['training', 'test', 'validation']))[0] + file_root = osp.join(tmp_dir, file[:-4]) + file_type = 'images' if file.find('Anno') == -1 and file.find( + 'GT') == -1 else 'annotations' + extract_img(file_root, osp.join(cur_dir, file), out_dir, mode, + file_type) + + print('Done!') + + +if __name__ == '__main__': + main()