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3d Adam dataset by pmchard
⭐ 34.8
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Dataset

3d Adam

by pmchard hf-dataset--pmchard--3d-adam
Nexus Index
34.8 Top 100%
S / A / P / R / Q Breakdown Calibration Pending

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Tech Context
Vital Performance
0 DL / 30D
0.0%
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Data Integrity 34.8 FNI Score
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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

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34.8
ESTIMATED IMPACT TIER
Semantic (S) 0
Authority (A) 0
Popularity (P) 0
Recency (R) 0
Quality (Q) 0

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

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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

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🆔 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

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downloads
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stars
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