data.md

Data preparation

For DessiePIPE

1. Please download the uvmaps at this link derived from TEXTure and place it under ./code/src/SMAL folder.

2. Download the data at this link and place it under ./data/syndata folder.

• For syndata/coco/: we use the coco2017 dataset

• For syndata/pose/: we provide pose data derived from PFERD.

• For syndata/TEXTure/: we provide the texture maps derived from TEXTure.

For real dataset

Download the data and place it under ./data folder.

• For magicpony/: Please download the original dataset from MagicPony and we provide the pseudo keypoint at this link extracted from ViTPose+.

• For staths/: Please download the data following instructions in Staths, the data would include the raw AnimalPose dataset and the raw Pascal dataset.

  1. Download AnimalPose dataset link
  2. Download Pascal dataset link
  3. Download annotation files in link, extract and move the cachedir/data/ under staths/

• For realimg/: We provide the images and annotations this link derived from Staths. We call data from Staths as Animal3D in the code given their repo named as animals3d.

• For pferd/: Please download data from link

The directory structure of the ./code/src/SMAL is as below:

|-- src/SMAL
    |--smpl_models
    |--uvmap

The directory structure of ./data is as below.

|-- data
    |-- syndata (for Dessiepipe)
        |-- coco 
        |-- pose 
        |-- TEXTure 
    |-- realimg (for finetune and evaluation)
        |-- coco_pascal
            |-- annotations
            |-- images
        |-- pascal_val
            |-- annotations
            |-- images  
    |--magicpony (for finetune and evaluation)
        |-- train
        |-- test
        |-- val
    |-- staths (for evaluation)
        |-- animal_pose
            |-- images
        |-- pascal 
            |-- images
        |-- data
            |-- animal_pose
                |-- annotations
                |-- filelists
            |-- pascal
                |-- annotatins
                |-- filelists
    |-- pferd (for evaluation)
        |-- ID1
            |-- CAM_DATA
            |-- KP2D_DATA
            |-- MODEL_DATA
            |-- VIDEO_DATA
        |-- ID2
            |-- CAM_DATA
            |-- KP2D_DATA
            |-- MODEL_DATA
            |-- VIDEO_DATA
        |-- ID4
            |-- CAM_DATA
            |-- KP2D_DATA
            |-- MODEL_DATA
            |-- VIDEO_DATA