📊
3d Adam dataset by wuzhao73
⭐ 33.4
📊
Dataset

3d Adam

by wuzhao73 hf-dataset--wuzhao73--3d-adam
Nexus Index
33.4 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 61
R: Recency 50
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 33.4 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--wuzhao73--3d-adam
License CC-BY-NC-SA-4.0
Provider huggingface
📜

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__wuzhao73__3d_adam,
  author = {wuzhao73},
  title = {3d Adam Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/wuzhao73/3d-adam}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
wuzhao73. (2026). 3d Adam [Dataset]. Free2AITools. https://huggingface.co/datasets/wuzhao73/3d-adam

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
33.4
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 61
Recency (R) 50
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for 3d Adam: Semantic (S:50), Authority (A:0), Popularity (P:61), Recency (R:50), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
âŦ‡ī¸
Downloads
176,292

👁ī¸ Data Preview

📊

Row-level preview not available for this dataset.

Schema structure is shown in the Field Logic panel when available.

🔗 Explore Full Dataset ↗

đŸ§Ŧ Field Logic

đŸ§Ŧ

Schema not yet indexed for this dataset.

Dataset Specification

Repository for the 3D-ADAM (3D Anomaly Detection in Additive Manufacturing) Dataset. This is the raw data for our complete dataset, separated by part-instance to allow users to utilise the dataset as desired.

We provide a single-camera (using the MechMind-Nano) subset prepared for unsupervised training at anomaly detection, localisation and segementation tasks through the anomalib library in a separate repository: here

Our ArXiv paper can also be found here: 3D-ADAM Dataset

This project has been supported by the 1851 Royal Commission and HAL Robotics

license: cc-by-nc-sa-4.0

Social Proof

HuggingFace Hub
176.3KDownloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

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--wuzhao73--3d-adam
slug
wuzhao73--3d-adam
source
huggingface
author
wuzhao73
license
CC-BY-NC-SA-4.0
tags
language:en, license:cc-by-nc-sa-4.0, size_categories:100k<n<1m, modality:image, modality:text, arxiv:2507.07838, region:us, computer-vision, anomaly-detection, 3d-anomaly-detection, 3d, industrial, detection, vision, anomaly, 3d-adam, advanced-manufacturing, manufacturing

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
176,292
stars
0
forks
0

Data indexed from public sources. Updated daily.