11,592 garment meshes across 16 categories. Each garment comes with keypoint annotations and appearance assets, intended for cloth simulation and garment-manipulation research.

Layout

catalog.json                 # index of all 11,592 garments
orientation_overrides.json   # per-garment orientation corrections
contact_sheets/              # per-category preview images
garments/
  coat.tar  dress.tar  hoodie.tar  ...  waistcoat.tar

Meshes are packed as one .tar per category to keep the repository fast to download.

Usage

hf download yiruuu/garment-dataset --repo-type dataset --local-dir ./garment_dataset
cd garment_dataset
for f in garments/*.tar; do tar -xf "$f" -C garments; done

Each archive expands in place, so garments/coat.tar becomes garments/coat/. Delete the .tar files afterwards to reclaim the disk space.

After unpacking, every garment lives at garments/<category>/<garment_id>/ and contains:

File	Description
`mesh.obj`	Garment mesh, in metres
`mesh_vertex_ids.json`	Keypoint annotations as vertex indices into `mesh.obj`
`appearance/manifest.json`	Material definition
`appearance/textures/`	Diffuse and normal maps

catalog.json lists every garment with its category, vertex count, longest dimension, and paths relative to the repository root, so it can be read without unpacking any archive.

Category	Garments	Archive
coat	23	47 MB
dress	706	1.9 GB
hoodie	1,232	2.4 GB
jacket	64	134 MB
jumpsuit	150	558 MB
jumpsuit_sleeveless	150	754 MB
ls_top	349	959 MB
outer	102	286 MB
pants	1,882	2.4 GB
shorts	941	756 MB
skirt	2,550	7.1 GB
ss_shirt	111	249 MB
tee	1,283	1.5 GB
tube_dress	95	258 MB
vest	1,552	1.8 GB
waistcoat	402	1.6 GB
Total	11,592	23 GB

You need to agree to share your contact information to access this dataset

Garment Dataset

Layout

Usage

Categories