human_parsing.md

Human Parsing Datasets

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Human3.6m Parsing

For Human3.6M, please download from the official website and run the preprocessing script from HCMOCO. The folder structure should look like:

- human3.6m
    - protocol_1/
        - rgb
        - seg
    - flist_2hz_train.txt
    - flist_2hz_eval.txt

LIP & CIHP & ATR

For LIP & CIHP & ATR, please download from the official website (Section 2.2 Multi-Person). The train_id.txt and val_id.txt can be found from the parsing folder.

After copying the train_idx.txt,

LIP folder structure should look like:

- LIP
    -data
        -train_id.txt
        -train_images
            -1000_1234574.jpg
        -val_images
        -val_id.txt
    -Trainval_parsing_annotations
        -train_segmentations
            -1000_1234574.png

CIHP folder structure should look like:

- CIHP
    -instance-level_human_parsing
        -Training
            -Images
                -0008522.jpg
            -Category_ids
                -0008522.png
            -train_id.txt
        -Validation
            -val_id.txt

ATR folder structure should look like:

- ATR
    -humanparsing
        -JPEGImages
        -SegmentationClassAug
    -train_id.txt
    -val_id.txt

VIP

For VIP, please download VIP_Fine from the official website (Section 2.3 Video Multi-Person Human Parsing). We only use it for training, and the train_id.txt can be found from the parsing folder. After copying the train_idx.txt, the folder structure should look like:

- VIP
    - Images/
    - Annotations/
        - Category_ids/
            - videos1/
                - 000000000001.png
        - ...
    - train_id.txt

ModaNet

For ModaNet, please download from the official website. We only use it for training, and the train_id.txt can be found from the parsing folder. After copying the train_idx.txt, the folder structure should look like:

- ModaNet
    - images/
    - annotations/
    - train_id.txt

DeepFashion2

For DeepFashion2, please download from the official website for train.zip and validation.zip. We only use it for training, and the train_id.txt can be found from the parsing folder. After copying the train_idx.txt, the folder structure should look like:

- DeepFashion2
    - train/
    - validation/
    - train_id.txt