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3d Adam dataset by pmchard
⭐ 27.9
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Dataset

3d Adam

by pmchard hf-dataset--pmchard--3d-adam
Nexus Index
27.9 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 56
R: Recency 37
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 27.9 FNI Score
- Size
- Rows
Parquet Format
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Dataset Information Summary
Entity Passport
Registry ID hf-dataset--pmchard--3d-adam
License CC-BY-NC-SA-4.0
Provider huggingface
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Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__pmchard__3d_adam,
  author = {pmchard},
  title = {3d Adam Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/pmchard/3d-adam}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
pmchard. (2026). 3d Adam [Dataset]. Free2AITools. https://huggingface.co/datasets/pmchard/3d-adam

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
27.9
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 56
Recency (R) 37
Quality (Q) 30

đŸ’Ŧ Index Insight

FNI V2.0 for 3d Adam: Semantic (S:50), Authority (A:0), Popularity (P:56), Recency (R:37), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Downloads
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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

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🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 Identity & Source

id
hf-dataset--pmchard--3d-adam
slug
pmchard--3d-adam
source
huggingface
author
pmchard
license
CC-BY-NC-SA-4.0
tags
language:en, license:cc-by-nc-sa-4.0, size_categories:1k<n<10k, format:imagefolder, modality:image, modality:text, library:datasets, library:mlcroissant, arxiv:2507.07838, doi:10.57967/hf/5526, 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
71,546
stars
3
forks
0

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