Dataset Viewer
Auto-converted to Parquet Duplicate
name
stringlengths
6
16
base_color_rgba
listlengths
4
4
roughness
float64
0.08
0.85
metallic
float64
0
0.98
hex
stringlengths
7
7
ur-orange
[ 0.93, 0.38, 0.07, 1 ]
0.42
0.12
#ed6112
franka-pearl
[ 0.92, 0.91, 0.88, 1 ]
0.28
0.08
#ebe8e0
fanuc-yellow
[ 0.95, 0.78, 0.1, 1 ]
0.38
0.05
#f2c71a
yaskawa-blue
[ 0.05, 0.28, 0.62, 1 ]
0.35
0.18
#0d479e
kawasaki-red
[ 0.72, 0.08, 0.1, 1 ]
0.36
0.1
#b8141a
anodized-alum
[ 0.72, 0.76, 0.8, 1 ]
0.22
0.78
#b8c2cc
stainless
[ 0.78, 0.8, 0.82, 1 ]
0.18
0.92
#c7ccd1
cast-iron
[ 0.18, 0.18, 0.19, 1 ]
0.62
0.35
#2e2e30
abs-ivory
[ 0.89, 0.86, 0.78, 1 ]
0.55
0.02
#e3dbc7
abs-slate
[ 0.28, 0.32, 0.36, 1 ]
0.58
0.04
#47525c
nitrile-black
[ 0.06, 0.06, 0.06, 1 ]
0.82
0
#0f0f0f
safety-yellow
[ 1, 0.84, 0, 1 ]
0.48
0.04
#ffd600
carbon-black
[ 0.1, 0.1, 0.11, 1 ]
0.3
0.25
#1a1a1c
teal-anodize
[ 0.05, 0.45, 0.48, 1 ]
0.24
0.72
#0d737a
gold-pvd
[ 0.83, 0.65, 0.22, 1 ]
0.16
0.88
#d4a638
hospital-white
[ 0.97, 0.97, 0.96, 1 ]
0.5
0.01
#f7f7f5
cobalt
[ 0.1, 0.22, 0.55, 1 ]
0.32
0.45
#1a388c
lime-safety
[ 0.45, 0.82, 0.12, 1 ]
0.5
0.04
#73d11f
magenta-tool
[ 0.72, 0.12, 0.48, 1 ]
0.4
0.08
#b81f7a
copper
[ 0.72, 0.38, 0.18, 1 ]
0.28
0.7
#b8612e
abb-orange-deep
[ 0.9, 0.22, 0.06, 1 ]
0.44
0.08
#e6380f
kuka-orange
[ 0.9, 0.33, 0.05, 1 ]
0.4
0.1
#e6540d
panasonic-cream
[ 0.93, 0.88, 0.72, 1 ]
0.48
0.03
#ede0b8
omron-white
[ 0.96, 0.96, 0.98, 1 ]
0.42
0.02
#f5f5fa
denso-gray
[ 0.55, 0.58, 0.6, 1 ]
0.4
0.15
#8c9499
epson-blue
[ 0, 0.42, 0.78, 1 ]
0.35
0.12
#006bc7
staubli-gray
[ 0.42, 0.45, 0.48, 1 ]
0.38
0.22
#6b737a
navy-tool
[ 0.08, 0.16, 0.38, 1 ]
0.4
0.18
#142961
safety-orange
[ 1, 0.45, 0, 1 ]
0.5
0.03
#ff7300
safety-green
[ 0, 0.62, 0.28, 1 ]
0.48
0.03
#009e47
purple-anodize
[ 0.42, 0.18, 0.62, 1 ]
0.22
0.75
#6b2e9e
pink-anodize
[ 0.85, 0.35, 0.55, 1 ]
0.24
0.7
#d9598c
bronze
[ 0.55, 0.35, 0.16, 1 ]
0.3
0.65
#8c5929
titanium
[ 0.62, 0.62, 0.64, 1 ]
0.2
0.85
#9e9ea3
chrome
[ 0.88, 0.9, 0.92, 1 ]
0.08
0.98
#e0e6eb
powder-blue
[ 0.55, 0.7, 0.82, 1 ]
0.55
0.04
#8cb2d1
powder-red
[ 0.72, 0.12, 0.14, 1 ]
0.55
0.04
#b81f24
esd-black
[ 0.12, 0.12, 0.13, 1 ]
0.7
0.05
#1f1f21
silicone-gray
[ 0.58, 0.58, 0.56, 1 ]
0.85
0
#94948f
vixton-teal
[ 0, 0.55, 0.52, 1 ]
0.36
0.2
#008c85
mustard-shop
[ 0.82, 0.68, 0.12, 1 ]
0.46
0.06
#d1ad1f
mint-cleanroom
[ 0.72, 0.88, 0.78, 1 ]
0.5
0.02
#b8e0c7
brick-tool
[ 0.58, 0.18, 0.14, 1 ]
0.52
0.08
#942e24
ice-blue
[ 0.7, 0.82, 0.92, 1 ]
0.28
0.35
#b2d1eb
red-gloss
[ 0.78, 0.351, 0.351, 1 ]
0.16
0.9
#c75a5a
red-satin
[ 0.58, 0.348, 0.348, 1 ]
0.3
0.72
#945959
red-powder
[ 0.8, 0.224, 0.224, 1 ]
0.52
0.05
#cc3939
red-abs
[ 0.9, 0.648, 0.648, 1 ]
0.46
0.03
#e6a5a5
red-rubber
[ 0.32, 0.176, 0.176, 1 ]
0.84
0
#522d2d
vermilion-gloss
[ 0.78, 0.428, 0.351, 1 ]
0.16
0.9
#c76d5a
vermilion-satin
[ 0.58, 0.39, 0.348, 1 ]
0.3
0.72
#946359
vermilion-powder
[ 0.8, 0.328, 0.224, 1 ]
0.52
0.05
#cc5439
vermilion-abs
[ 0.9, 0.693, 0.648, 1 ]
0.46
0.03
#e6b1a5
vermilion-rubber
[ 0.32, 0.202, 0.176, 1 ]
0.84
0
#52342d
orange-gloss
[ 0.78, 0.531, 0.351, 1 ]
0.16
0.9
#c7875a
orange-satin
[ 0.58, 0.445, 0.348, 1 ]
0.3
0.72
#947159
orange-powder
[ 0.8, 0.466, 0.224, 1 ]
0.52
0.05
#cc7739
orange-abs
[ 0.9, 0.754, 0.648, 1 ]
0.46
0.03
#e6c0a5
orange-rubber
[ 0.32, 0.236, 0.176, 1 ]
0.84
0
#523c2d
amber-gloss
[ 0.78, 0.608, 0.351, 1 ]
0.16
0.9
#c79b5a
amber-satin
[ 0.58, 0.487, 0.348, 1 ]
0.3
0.72
#947c59
amber-powder
[ 0.8, 0.57, 0.224, 1 ]
0.52
0.05
#cc9139
amber-abs
[ 0.9, 0.799, 0.648, 1 ]
0.46
0.03
#e6cca5
amber-rubber
[ 0.32, 0.262, 0.176, 1 ]
0.84
0
#52432d
yellow-gloss
[ 0.78, 0.711, 0.351, 1 ]
0.16
0.9
#c7b55a
yellow-satin
[ 0.58, 0.543, 0.348, 1 ]
0.3
0.72
#948a59
yellow-powder
[ 0.8, 0.708, 0.224, 1 ]
0.52
0.05
#ccb539
yellow-abs
[ 0.9, 0.86, 0.648, 1 ]
0.46
0.03
#e6dba5
yellow-rubber
[ 0.32, 0.297, 0.176, 1 ]
0.84
0
#524c2d
lime-gloss
[ 0.643, 0.78, 0.351, 1 ]
0.16
0.9
#a4c75a
lime-satin
[ 0.506, 0.58, 0.348, 1 ]
0.3
0.72
#819459
lime-powder
[ 0.616, 0.8, 0.224, 1 ]
0.52
0.05
#9dcc39
lime-abs
[ 0.819, 0.9, 0.648, 1 ]
0.46
0.03
#d1e6a5
lime-rubber
[ 0.274, 0.32, 0.176, 1 ]
0.84
0
#46522d
green-gloss
[ 0.36, 0.78, 0.351, 1 ]
0.16
0.9
#5cc75a
green-satin
[ 0.353, 0.58, 0.348, 1 ]
0.3
0.72
#5a9459
green-powder
[ 0.236, 0.8, 0.224, 1 ]
0.52
0.05
#3ccc39
green-abs
[ 0.653, 0.9, 0.648, 1 ]
0.46
0.03
#a7e6a5
green-rubber
[ 0.179, 0.32, 0.176, 1 ]
0.84
0
#2e522d
teal-gloss
[ 0.351, 0.78, 0.729, 1 ]
0.16
0.9
#5ac7ba
teal-satin
[ 0.348, 0.58, 0.552, 1 ]
0.3
0.72
#59948d
teal-powder
[ 0.224, 0.8, 0.731, 1 ]
0.52
0.05
#39ccba
teal-abs
[ 0.648, 0.9, 0.87, 1 ]
0.46
0.03
#a5e6de
teal-rubber
[ 0.176, 0.32, 0.303, 1 ]
0.84
0
#2d524d
cyan-gloss
[ 0.351, 0.729, 0.78, 1 ]
0.16
0.9
#5abac7
cyan-satin
[ 0.348, 0.552, 0.58, 1 ]
0.3
0.72
#598d94
cyan-powder
[ 0.224, 0.731, 0.8, 1 ]
0.52
0.05
#39bacc
cyan-abs
[ 0.648, 0.87, 0.9, 1 ]
0.46
0.03
#a5dee6
cyan-rubber
[ 0.176, 0.303, 0.32, 1 ]
0.84
0
#2d4d52
blue-gloss
[ 0.351, 0.523, 0.78, 1 ]
0.16
0.9
#5a85c7
blue-satin
[ 0.348, 0.441, 0.58, 1 ]
0.3
0.72
#597094
blue-powder
[ 0.224, 0.454, 0.8, 1 ]
0.52
0.05
#3974cc
blue-abs
[ 0.648, 0.749, 0.9, 1 ]
0.46
0.03
#a5bfe6
blue-rubber
[ 0.176, 0.234, 0.32, 1 ]
0.84
0
#2d3c52
indigo-gloss
[ 0.437, 0.351, 0.78, 1 ]
0.16
0.9
#6f5ac7
indigo-satin
[ 0.394, 0.348, 0.58, 1 ]
0.3
0.72
#645994
indigo-powder
[ 0.339, 0.224, 0.8, 1 ]
0.52
0.05
#5639cc
indigo-abs
[ 0.698, 0.648, 0.9, 1 ]
0.46
0.03
#b2a5e6
indigo-rubber
[ 0.205, 0.176, 0.32, 1 ]
0.84
0
#342d52
violet-gloss
[ 0.643, 0.351, 0.78, 1 ]
0.16
0.9
#a45ac7
End of preview. Expand in Data Studio

Robot Customization Assets

A robot customization asset library for visual and kinematic randomization in simulation (SAPIEN / RoboTwin). Use it to recolor links, apply albedo maps, scale joint-origin xyz on the same kinematics, or pair left/right arms across families.

This is not a demonstration dataset: there are no episode HDF5 files, RGB videos, OEM CAD, or MuJoCo Menagerie meshes.

Asset Count What you get
Color swatches 114 RGB + roughness + metallic (industrial robot colors)
Albedo / base-color maps 287 66 procedural + 126 ambientCG + 95 Poly Haven
Morph specs 382 Shared joint-origin scale ratios (same URDF family)
Compositions 12 Ordered left/right pairs among ARX X5, Franka, UR5, Piper

Intended use: domain randomization for embodied AI, sim-to-real, and VLA / imitation data generation on Franka, UR5, Aloha, ARX, and Piper.

Download

hf download Suchenl/Robot-Customization-Assets --repo-type dataset

Python (same files):

from huggingface_hub import snapshot_download
snapshot_download("Suchenl/Robot-Customization-Assets", repo_type="dataset")

PNG maps: appearance_assets/textures/. Full JSON tables: appearance_assets/catalog.json and morph_specs/.

Official robot URDFs are not in this repo (vendor meshes). How to clone RoboTwin 2.0 / Menagerie and apply morphs.json locally: GET_OFFICIAL_URDF.md.

python scripts/apply_morph_to_urdf.py \
  --embodiment-dir /path/to/RoboTwin/assets/embodiments/franka-panda \
  --spec morph_specs/morphs.json \
  --morph-id link_short_3pct

Browse / load catalogs

The Dataset Viewer above reads the index/*.jsonl catalogs. The dropdown is subset (swatches / textures / morphs / compositions), not a train/test split.

from datasets import load_dataset

swatches = load_dataset("Suchenl/Robot-Customization-Assets", "swatches")
textures = load_dataset("Suchenl/Robot-Customization-Assets", "textures")
morphs = load_dataset("Suchenl/Robot-Customization-Assets", "morphs")
compositions = load_dataset("Suchenl/Robot-Customization-Assets", "compositions")

Layout

Path Contents
appearance_assets/colors/swatches.json 114 swatches
appearance_assets/textures/procedural/ Procedural albedo (Apache-2.0)
appearance_assets/textures/cc0_ambientcg/ ambientCG Color maps (CC0-1.0)
appearance_assets/textures/cc0_polyhaven/ Poly Haven Diffuse 1k (CC0)
morph_specs/morphs.json Joint-origin morph ratios
morph_specs/compositions.json Left/right arm pairs
GET_OFFICIAL_URDF.md Clone RoboTwin / Menagerie; do not expect URDFs here
scripts/apply_morph_to_urdf.py Stdlib: write a morphed URDF from an official source
index/*.jsonl Hub-loadable catalogs (Viewer)

Appearance vs morph vs PBR

  • Swatch: one RGB for a whole link, plus scalar roughness and metallic.
  • Texture: a spatial albedo / base-color map (brushed metal, rust, fabric, …).
  • PBR: the shading model, not a third folder. This pack binds swatch RGB + roughness + metallic and an optional base-color texture. No normal / roughness / metalness maps yet.
  • Morph: scale joint-origin xyz (and same-type finger length/width). Not a new robot family. Mesh scale is anisotropic-unsafe for mplib/FCL, so triangle meshes are not resized.
  • Composition: official single-arm left + official single-arm right among ARX / Franka / UR5 / Piper. Aloha cannot be split. Piper-involving pairs are held out.

License

  • Apache-2.0: catalogs, procedural maps, morph and composition tables.
  • CC0-1.0: ambientCG and Poly Haven maps (copy, modify, redistribute, including commercially; attribution not required). See CC0 1.0.
  • Vendor robot meshes are not redistributed. Clone them yourself (GET_OFFICIAL_URDF.md) and run scripts/apply_morph_to_urdf.py.

Related names: robot appearance library, robot skin dataset, colorway pack, albedo pack, morphology specification, embodiment composition, visual domain randomization.

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