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Modelnet Simscan dataset by drssth
⭐ 30.5
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Dataset

Modelnet Simscan

by drssth hf-dataset--drssth--modelnet-simscan
Nexus Index
30.5 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 62
R: Recency 21
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 30.5 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--drssth--modelnet-simscan
License cc
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__drssth__modelnet_simscan,
  author = {drssth},
  title = {Modelnet Simscan Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/drssth/modelnet-simscan}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
drssth. (2026). Modelnet Simscan [Dataset]. Free2AITools. https://huggingface.co/datasets/drssth/modelnet-simscan

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
30.5
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 62
Recency (R) 21
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for Modelnet Simscan: Semantic (S:50), Authority (A:0), Popularity (P:62), Recency (R:21), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Downloads
213,909

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đŸ§Ŧ Field Logic

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Schema not yet indexed for this dataset.

Dataset Specification

load the simulated scan with code

text 
df_scan = pd.read_hdf(filename, key=scan_pattern)

where filename is the .h5 file name (e.g., SimulatedScans/cy0-cz0-s1.0-d1.5/airplane/train/airplane_0001/airplane_0001-rotation22.5-directx.h5); scan_pattern is set with scan_pattern = 'lissajous', scan_pattern = 'raster', or scan_pattern = 'raster_r'. 'lissajous' indicates Lissajous scan mode describe in the paper, and 'raster' for Raster scan mode. ('raster_r' is another Raster scan mode that the frame ends by returning to the starting point.)

Code will be published later.

Social Proof

HuggingFace Hub
213.9KDownloads
Hub Discussions
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AI Summary: Based on Hugging Face metadata. Not a recommendation.

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--drssth--modelnet-simscan
slug
drssth--modelnet-simscan
source
huggingface
author
drssth
license
cc
tags
license:cc, size_categories:100b<n<1t, region:us, pointcloud, 3d, classification, rotation estimation

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
213,909
stars
0
forks
0

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