2d_fashion_landmark.md

2D Fashion Landmark Dataset

It is recommended to symlink the dataset root to $MMPOSE/data. If your folder structure is different, you may need to change the corresponding paths in config files.

MMPose supported datasets:

• DeepFashion [ Homepage ]

DeepFashion (Fashion Landmark Detection, FLD)

[DATASET]

@inproceedings{liuLQWTcvpr16DeepFashion,
 author = {Liu, Ziwei and Luo, Ping and Qiu, Shi and Wang, Xiaogang and Tang, Xiaoou},
 title = {DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations},
 booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
 month = {June},
 year = {2016}
}

[DATASET]

@inproceedings{liuYLWTeccv16FashionLandmark,
 author = {Liu, Ziwei and Yan, Sijie and Luo, Ping and Wang, Xiaogang and Tang, Xiaoou},
 title = {Fashion Landmark Detection in the Wild},
 booktitle = {European Conference on Computer Vision (ECCV)},
 month = {October},
 year = {2016}
 }

For DeepFashion datatset, images can be downloaded from download. Please download the annotation files from fld_annotations. Extract them under {MMPose}/data, and make them look like this:

mmpose
├── mmpose
├── docs
├── tests
├── tools
├── configs
`── data
    │── fld
        │-- annotations
        │   │-- fld_upper_train.json
        │   |-- fld_upper_val.json
        │   |-- fld_upper_test.json
        │   │-- fld_lower_train.json
        │   |-- fld_lower_val.json
        │   |-- fld_lower_test.json
        │   │-- fld_full_train.json
        │   |-- fld_full_val.json
        │   |-- fld_full_test.json
        │-- img
        │   │-- img_00000001.jpg
        │   │-- img_00000002.jpg
        │   │-- img_00000003.jpg
        │   │-- img_00000004.jpg
        │   │-- img_00000005.jpg
        │   │-- ...