Hugging Face's logo

Datasets:
jamesyoung0623
/
Syn3D-Dataset

Modalities:
Text
Formats:
webdataset
Size:
10M - 100M
Libraries:
Datasets
WebDataset
Dataset card Data Studio Files
xet
 Community
1
Dataset Viewer (First 5GB)
Auto-converted to Parquet Duplicate
npz
dict
__key__
stringlengths
47
55
__url__
stringclasses
39 values
{"points":[[0.45101025700569153,-0.24487832188606262,0.08097468316555023],[-0.9713417291641235,-0.06(...TRUNCATED)
PCs/02691156-10155655850468db78d106ce0a280f87_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.04705112427473068,0.2188725471496582,0.0820644274353981],[-0.14642804861068726,-0.9723(...TRUNCATED)
PCs/02691156-1021a0914a7207aff927ed529ad90a11_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[-0.012740730307996273,0.8575124144554138,-0.20278087258338928],[-0.040161535143852234,-0(...TRUNCATED)
PCs/02691156-1026dd1b26120799107f68a9cb8e3c_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.1514522284269333,-0.2233220785856247,0.0925062820315361],[-0.9852752685546875,0.306524(...TRUNCATED)
PCs/02691156-103c9e43cdf6501c62b600da24e0965_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.33161962032318115,-0.06839089840650558,0.10018810629844666],[-0.21573033928871155,0.93(...TRUNCATED)
PCs/02691156-105f7f51e4140ee4b6b87e72ead132ed_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.2549456059932709,-0.29353466629981995,0.15696264803409576],[0.19429808855056763,0.9598(...TRUNCATED)
PCs/02691156-1066b65c30d153e04c3a35cee92bb95b_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.021802790462970734,0.5637941956520081,-0.0603499561548233],[-0.11719869822263718,-0.96(...TRUNCATED)
PCs/02691156-106dfe858cb8fbc2afc6b80d80a265ab_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.02992316707968712,-0.3279915750026703,-0.07736174762248993],[-0.008728344924747944,0.9(...TRUNCATED)
PCs/02691156-10aa040f470500c6a66ef8df4909ded9_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[0.14813438057899475,-0.12813174724578857,-0.0061883749440312386],[-0.2920195460319519,0.(...TRUNCATED)
PCs/02691156-10af5de930178a161596c26b5af806fe_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
{"points":[[-0.2913736402988434,0.14855311810970306,0.07540944963693619],[0.7208691835403442,0.62043(...TRUNCATED)
PCs/02691156-10c7cdfdffe2243b88a89a28f04ce622_8192
"hf://datasets/jamesyoung0623/Syn3D-Dataset@3116d7eab52ed6330947df2ec2862e280b215ff2/InstantMesh/PCs(...TRUNCATED)
End of preview. Expand in Data Studio

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

Syn3D-Dataset

This repository hosts the Syn3D dataset for research on human-created versus model-generated 3D assets.

Feature Archives

Point-cloud feature tensors for detector training are distributed under:

datasets/PCs/

Each source, ULIP version, and feature family is stored as split .tar.gz archives:

datasets/PCs/<source>/<ULIP-version>/<feature-family>.partNNNNNN.tar.gz

For example:

datasets/PCs/Shapenet/ULIP-2/pointnext.part000001.tar.gz

Extract all parts in a leaf folder to recreate the corresponding .pt feature tensor directory.

Raw Asset Archives

Raw packaged assets are also provided for the main Syn3D-Bench sources:

Shapenet/PCs/
Shapenet/videos_black/
InstantMesh/PCs/
InstantMesh/meshes/
InstantMesh/videos_black/
LGM/PCs/
LGM/meshes/
LGM/videos_black/
SAM3D/PCs/
SAM3D/meshes/
SAM3D/videos_black/
TRELLIS/meshes/
TRELLIS/videos_black/
TRELLIS_text/videos_black/

These folders include all_files.txt, manifest.tsv, SHA256SUMS.txt, per-shard file lists under lists/, and archives under shards/.

Sources

  • Shapenet
  • Objaverse
  • InstantMesh
  • LGM
  • SAM3D
  • TRELLIS
  • TRELLIS_text

Feature Families

  • ULIP-1/pointbert
  • ULIP-1/pointmlp
  • ULIP-1/pointnet2_ssg
  • ULIP-1/pointnext
  • ULIP-2/pointbert_xyz
  • ULIP-2/pointnext
Downloads last month
455
Number of rows:
38,100
Estimated number of rows:
24,156,558
Total file size:
2.2 TB