From 7465623a3173de8b1f5869d45a2e5055d326804d Mon Sep 17 00:00:00 2001 From: LutaoChu <30695251+LutaoChu@users.noreply.github.com> Date: Mon, 14 Oct 2019 11:13:15 +0800 Subject: [PATCH] improve create_dataset_list (#56) * improve create_dataset_list --- docs/data_prepare.md | 14 +++++++++++++- docs/imgs/file_list2.png | Bin 0 -> 92823 bytes pdseg/tools/create_dataset_list.py | 29 ++++++++++++++++++++--------- 3 files changed, 33 insertions(+), 10 deletions(-) create mode 100644 docs/imgs/file_list2.png diff --git a/docs/data_prepare.md b/docs/data_prepare.md index 069ac090..87d0ced3 100644 --- a/docs/data_prepare.md +++ b/docs/data_prepare.md @@ -65,6 +65,16 @@ PaddleSeg采用通用的文件列表方式组织训练集、验证集和测试 ![cityscapes_filelist](./imgs/file_list.png) +若数据集缺少标注图片,则文件列表不用包含分隔符和标注图片路径,如下图所示。 +![cityscapes_filelist](./imgs/file_list2.png) + +**注意事项** + +此时的文件列表仅可在调用`pdseg/vis.py`进行可视化展示时使用, +即仅可在`DATASET.TEST_FILE_LIST`和`DATASET.VIS_FILE_LIST`配置项中使用。 +不可在`DATASET.TRAIN_FILE_LIST`和`DATASET.VAL_FILE_LIST`配置项中使用。 + + 完整的配置信息可以参考[`./dataset/cityscapes_demo`](../dataset/cityscapes_demo/)目录下的yaml和文件列表。 ### 文件列表生成 @@ -72,7 +82,9 @@ PaddleSeg提供了生成文件列表的使用脚本,可适用于自定义数 ``` python pdseg/tools/create_dataset_list.py ${FLAGS} ``` -运行后将在数据集根目录下生成训练/验证/测试集的文件列表(文件主名与`--second_folder`一致,扩展名为`.list`)。 +运行后将在数据集根目录下生成训练/验证/测试集的文件列表(文件主名与`--second_folder`一致,扩展名为`.txt`)。 + +**Note:** 若训练/验证/测试集缺少标注图片,仍可自动生成不含分隔符和标注图片路径的文件列表。 #### 命令行FLAGS列表 diff --git a/docs/imgs/file_list2.png b/docs/imgs/file_list2.png new file mode 100644 index 0000000000000000000000000000000000000000..d90e057fde7870565994636f7392ba200a66a761 GIT binary patch literal 92823 zcmdR#V~`}@_vX8Mx~J`F+qOMz+qP}nwr$(CjcMDqx&6iN|F^MkHa226Vqa8LL{??i z&2#U`^PJ~%D^x~G7#ac{0ssI2T2w?p4gdhS3;+O-73}Bt5qBqycK`q=Qd53@8BuEmqjqgi%R z%618SBzRFEY|sEmce|9U=nAE%R_9pzZOL?lK-H1c&J-VOgmEa_p~S;ANy;txC8|zu&YsGME)Zsu>a8YS}p%xuzkqiKJ)us7i z-wV&dK`?OvQ+;61L5cVY;*hxTpCdp6w`oK?aIvsa3XTu_JxIUkDHXXdc!Tm-wCV6M 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zfr}xQW(lwBHu|^G@ zr*g= z%#EBoD7u*!RGyWO)S!8I%zsu1!&&ZqyQ-17CGjjv00e=W$q n|4WJdZ$;*x*L{KdaQl+FQTN+G*x}&~_)kn&TBuw=*Y|$`p2UO( literal 0 HcmV?d00001 diff --git a/pdseg/tools/create_dataset_list.py b/pdseg/tools/create_dataset_list.py index 87b19f02..aca6d95d 100644 --- a/pdseg/tools/create_dataset_list.py +++ b/pdseg/tools/create_dataset_list.py @@ -16,6 +16,7 @@ import glob import os.path import argparse +import warnings def parse_args(): @@ -110,29 +111,39 @@ def generate_list(args): separator = args.separator for dataset_split in args.second_folder: - print("Creating {}.list...".format(dataset_split)) + print("Creating {}.txt...".format(dataset_split)) image_files = get_files(0, dataset_split, args) label_files = get_files(1, dataset_split, args) if not image_files: img_dir = os.path.join(dataset_root, args.folder[0], dataset_split) print("No files in {}".format(img_dir)) - continue - elif not label_files: + num_images = len(image_files) + + if not label_files: label_dir = os.path.join(dataset_root, args.folder[1], dataset_split) print("No files in {}".format(label_dir)) + num_label = len(label_files) + + if num_images < num_label: + warnings.warn("number of images = {} < number of labels = {}." + .format(num_images, num_label)) continue - num_images = len(image_files) - file_list = os.path.join(dataset_root, dataset_split + '.list') + file_list = os.path.join(dataset_root, dataset_split + '.txt') with open(file_list, "w") as f: for item in range(num_images): left = image_files[item].replace(dataset_root, '') if left[0] == os.path.sep: left = left.lstrip(os.path.sep) - right = label_files[item].replace(dataset_root, '') - if right[0] == os.path.sep: - right = right.lstrip(os.path.sep) - line = left + separator + right + '\n' + + try: + right = label_files[item].replace(dataset_root, '') + if right[0] == os.path.sep: + right = right.lstrip(os.path.sep) + line = left + separator + right + '\n' + except: + line = left + '\n' + f.write(line) print(line) -- 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