datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Errors_Additive_Manufacturing_Plattform_Cam
Errors_Additive_Manufacturing_Plattform_Cam
3D Printing Nozzle Camera – YOLO Object Detection Dataset
This Repository is part of the Project: Künstliche Intelligenz zur Automatiserten Fehlerkorrektur in der Additiven Fertigung(Förderkennzeichen: 16IS23050B).
This dataset contains images captured from a camera positioned to capture the whole plattform of a 3D printer.
The task is object detection of both regular print elements and typical printing defects.
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/DasKunststoffZentrumSKZ/Errors_Additive_Manufacturing_Plattform_Cam.Additive-Manufacturing-Benchmark
Additive Manufacturing Benchmark
A benchmark dataset for evaluating knowledge of additive manufacturing (AM) processes, derived from graduate-level coursework at Carnegie Mellon University.
Configurations
general_knowledge_multiple_choice
Multiple-choice questions covering various AM processes with explanations.
Column
Description
source
Source homework assignment (e.g. cmu_24_633_2023/homework_1_exone)
process
AM process type (e.g. Binder Jet… See the full description on the dataset page: https://huggingface.co/datasets/ppak10/Additive-Manufacturing-Benchmark.Errors_Additive_Manufacturing_Nozzle_Cam
Errors_Additive_Manufacturing_Nozzle_Cam
3D Printing Nozzle Camera – YOLO Object Detection Dataset
This Repository is part of the Project: Künstliche Intelligenz zur Automatiserten Fehlerkorrektur in der Additiven Fertigung(Förderkennzeichen: 16IS23050B).
This dataset contains images captured from a camera positioned directly next to the nozzle of a 3D printer.
The task is object detection of both regular print elements and typical printing defects.
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/DasKunststoffZentrumSKZ/Errors_Additive_Manufacturing_Nozzle_Cam.IndustryCorpus2_other_manufacturing
IndustryCorpus2: Manufacturing
This repository contains the IndustryCorpus2: Manufacturing domain subset of BAAI/IndustryCorpus2.
Refer to the parent dataset card for data construction, intended use, limitations,
and licensing details.
Citation
If you use this dataset in your work, please cite IndustryCorpus2:
@misc{shi2024industrycorpus2,
title = {IndustryCorpus2},
author = {Xiaofeng Shi and Lulu Zhao and Hua Zhou and Donglin Hao},
year = {2024}… See the full description on the dataset page: https://huggingface.co/datasets/BAAI/IndustryCorpus2_other_manufacturing.us-factory-plant-closings-manufacturing-layoffs-warn-act-notices-daily
US factory and plant closings — the actual WARN Act manufacturing filings, rebuilt every day
Last rebuilt: 2026-09-22. 4,826 layoff and closure notices filed by
factories and industrial plants, auto assembly and parts makers, food and beverage processors and packers, metal, plastics, paper, textile, furniture and electronics producers, and the industrial suppliers that close with them with US state labor departments — 615,015 workers,
2,767 employers, 48 states, 1989–2027.
1,502… See the full description on the dataset page: https://huggingface.co/datasets/APProjects/us-factory-plant-closings-manufacturing-layoffs-warn-act-notices-daily.manufacturingThis dataset is associated with FabNER paper. https://link.springer.com/article/10.1007/s10845-021-01807-x
Kindly cite if you use it.
manufacturing-digital-gene-dataset
Manufacturing Digital Gene Dataset
Overview
The Manufacturing Digital Gene Dataset is a large-scale dataset designed for geometry-aware manufacturing intelligence and CAD generation. It provides structured digital representations of CAD models by combining executable CAD programs, manufacturing-oriented digital genes, metadata, and 3D geometry.
The dataset is intended to support research in:
CAD code generation
Text-to-CAD
Image-to-CAD
Geometry understanding… See the full description on the dataset page: https://huggingface.co/datasets/MechIntelligence/manufacturing-digital-gene-dataset.egocentric-manufacturing
Egocentric Manufacturing
High-diversity factory egocentric video for VLA and industrial robotics — first-person capture from live manufacturing floors, not staged demos, not recycled datasets.
Collected, curated, and licensed by World Data Labs.
Overview
Egocentric Manufacturing is a first-person video corpus captured on live manufacturing floors. Operators wear headset cameras while performing authentic plant work — assembly, material handling, packing, bagging… See the full description on the dataset page: https://huggingface.co/datasets/Worlddatalabs/egocentric-manufacturing.vynfi-ocel-manufacturing
VynFi OCEL Manufacturing (v5.29 SOTA mode)
Manufacturing-focused OCEL 2.0 event log: production-order
lifecycle + quality-inspection + cycle-count + BOM-driven material
movements. Distinct seed from
VynFi/vynfi-supply-chain-ocel
so the two are non-overlapping showcases of the same v5.29 generator
applied with different process emphases.
Why four configs
OCEL 2.0 is a multi-table schema by design. Selecting just one
"default" split would lose 90 % of the signal. The… See the full description on the dataset page: https://huggingface.co/datasets/VynFi/vynfi-ocel-manufacturing.manufacturing-cost-optimization-2026Q3
Manufacturing Quarterly Cost Optimization Dataset (2026Q3)
Unified quarterly cost-analysis dataset for the manufacturing group, merged from
the China / Japan / India factory datasets hosted on Hugging Face.
Contents
11,100 records (>= 10,000) covering 9 plants across 3 regions.
Source datasets:
toolathon123/manufacturing-cn-energy-2026Q3 — China energy & raw material (4,200 rows)
toolathon123/manufacturing-jp-maintenance-2026Q3 — Japan maintenance & downtime (3… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/manufacturing-cost-optimization-2026Q3.textile-manufacturing-egocentric-sample
🧵 Textile Manufacturing — Egocentric Video Dataset (Sample)
This dataset is part of a larger collection of egocentric activity datasets by Verbose Tech Labs LLP. If you want the full dataset, or want access to more categories? Get in touch with us:
📞 Phone: +91 7672 000 500
💬 WhatsApp: +91 7672 000 500
📧 Email: Hello@VerboseTechLabs.com
🌐 Website: VerboseTechLabs.com
🔗 More datasets: kaggle.com/verbosetechlabsllp
Dataset Summary
First-person point-of-view… See the full description on the dataset page: https://huggingface.co/datasets/VerboseTechLabs/textile-manufacturing-egocentric-sample.africa-synth-economic-indicators-manufacturing-pmi-data-all
African Manufacturing Purchasing Managers' Index (PMI) Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-economic-indicators-manufacturing-pmi-data-all.llm-jp-corpus-v4-ja_wiki-manufacturing
ja_wiki 製造業コーパス
llm-jp-corpus-v4 の
ja/ja_wiki（120 万記事）から、製造業に関連する文書を抽出した継続事前学習（CPT）用データ。
文書数
47,914 件（元コーパスの 3.99%）
文字数
105M 字（推定 74M トークン）
形式
JSONL・1 行 1 文書
抽出方法
キーワード一致では役に立たない。「製造」「工場」で本文先頭を引くと 5.7% が命中するが、
中身は工場や製造に一言触れただけの記事が大半だった。そこで 精度を Wikipedia の
カテゴリ木、網羅性を分類器に担わせ、その和集合を採っている。
カテゴリ木 — 製造業・業種別・機械工学・材料工学・産業遺産など 42 のシードから
日本語 Wikipedia のカテゴリグラフを深さ 3 まで辿る（SQL ダンプからオフライン構築）。
突合 — 得られたタイトルを ja_wiki の実在記事に絞る。
分類器 — 上記を正例、無作為抽出を負例として、文字… See the full description on the dataset page: https://huggingface.co/datasets/Podtech/llm-jp-corpus-v4-ja_wiki-manufacturing.addictive_manufacturing_reasoningtextile-industry-manufacturing-egocentric-sample
🧵 Textile Industry Manufacturing — Egocentric Video Dataset (Sample)
This dataset is part of a larger collection of egocentric activity datasets by Verbose Tech Labs LLP. If you want the full dataset, or want access to more categories? Get in touch with us:
📞 Phone: +91 7672 000 500
💬 WhatsApp: +91 7672 000 500
📧 Email: Hello@VerboseTechLabs.com
🌐 Website: VerboseTechLabs.com
🔗 More datasets: kaggle.com/verbosetechlabsllp
Dataset Summary
First-person… See the full description on the dataset page: https://huggingface.co/datasets/VerboseTechLabs/textile-industry-manufacturing-egocentric-sample.smoltrace-manufacturing-tasks
SMOLTRACE Synthetic Dataset
This dataset was generated using the TraceMind MCP Server's synthetic data generation tools.
Dataset Info
Tasks: 100
Format: SMOLTRACE evaluation format
Generated: AI-powered synthetic task generation
Usage with SMOLTRACE
from datasets import load_dataset
# Load dataset
dataset = load_dataset("MCP-1st-Birthday/smoltrace-manufacturing-tasks")
# Use with SMOLTRACE
# smoltrace-eval --model openai/gpt-4 --dataset-name… See the full description on the dataset page: https://huggingface.co/datasets/MCP-1st-Birthday/smoltrace-manufacturing-tasks.asia-ilo-sdg-b922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a
SDG indicator 9.2.2 - Manufacturing employment as a proportion of total employment -- 19th | Asia (ILOSTAT)
🌏 147 observations · 26 Asia countries · 2014–2025 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 147 observations of Employment data across 26 Asia countries, spanning 2014–2025, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics. It… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-ilo-sdg-b922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a.asia-owid-gdp-vs-manufacturing-gdp
Gdp Vs Manufacturing Gdp | Asia (Our World in Data)
🌏 3,785 observations · 45 Asia countries · 1–2022 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,785 observations of Gdp Vs Manufacturing Gdp data across 45 Asia countries, spanning 1–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gdp Vs Manufacturing Gdp
Geographic coverage
45 Asia countries · top… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gdp-vs-manufacturing-gdp.manufacturing-in-labor-2026Q3europe-ilo-sdg-0922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a
SDG indicator 9.2.2 - Manufacturing employment as a proportion of total employment (%) | Europe (ILOSTAT)
🇪🇺 969 observations · 40 Europe countries · 2000–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 969 observations of Employment data across 40 Europe countries, spanning 2000–2025, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for labour statistics.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-sdg-0922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a.sft_data_manufacturing_self-instruct
Dataset Card for SFT_data_manufacturing_self-instruct
本データセットは、製造業における現場の課題解決（異常検知、保守履歴分析、予防保全計画の最適化など）を目的として、Self-Instructを用いて生成されたSFT (Supervised Fine-Tuning)データセットです。
製造現場特有の専門的なデータ（センサーログ、保守履歴、停止データ）をAIがどのように解釈し、論理的な推論に基づいて対策立案まで行えるかを検証・学習するために設計されました。
Dataset Details
Dataset Description
本データセットは、製造業における現場の疑問や専門的な指示に対する回答を学習させるために作成された、100件の質問応答データです。
各データはJSONL形式で以下の構造を持っています。
フィールド名
データ型
内容の説明
instruction
String
現場における具体的なタスク指示。… See the full description on the dataset page: https://huggingface.co/datasets/Podtech/sft_data_manufacturing_self-instruct.europe-owid-total-manufacturing-value-added-from-high-tech
Total Manufacturing Value Added From High Tech | Europe (Our World in Data)
🇪🇺 478 observations · 37 Europe countries · 2008–2022 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 478 observations of Total Manufacturing Value Added From High Tech data across 37 Europe countries, spanning 2008–2022.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Total Manufacturing Value Added… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-total-manufacturing-value-added-from-high-tech.manufacturing-text-to-sqlafrica-ilo-sdg-0922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a
SDG indicator 9.2.2 - Manufacturing employment as a proportion of total employment (%) | Africa (ILOSTAT) | Africa (United Nations SDG data)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-sdg-0922-noc-rt-sdg-indicator-9-2-2-manufacturing-employment-as-a.africa-mauritius-quarterly-producer-price-indices-manufacturing-sector-1st-1da48f5b
Quarterly Producer Price Indices Manufacturing Sector 1st | Africa (MDPA)
107 rows - 1 Africa country/area - 1998-2019 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 107 rows from MDPA, covering Quarterly Producer Price Indices Manufacturing Sector 1st. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-quarterly-producer-price-indices-manufacturing-sector-1st-1da48f5b.africa-mauritius-gfcf-in-the-manufacturing-sector-buildings-and-other-const-d0461e0b
Gfcf in the Manufacturing Sector Buildings and Other Const | Africa (MDPA)
51 rows - 1 Africa country/area - 2006-2022 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 51 rows from MDPA, covering Gfcf in the Manufacturing Sector Buildings and Other Const. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-gfcf-in-the-manufacturing-sector-buildings-and-other-const-d0461e0b.africa-egypt-capmas-price-index-for-manufacturing-and-extractive-industries-349d0492
Price Index for Manufacturing and Extractive Industries | Africa (CAPMAS Egypt Open Data)
15,778 rows - 1 Africa country/area - 2013-2026 - 8 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 15,778 rows from CAPMAS Egypt Open Data, covering Price Index for Manufacturing and Extractive Industries. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-price-index-for-manufacturing-and-extractive-industries-349d0492.africa-owid-gdp-vs-manufacturing-gdp
Gdp Vs Manufacturing Gdp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-gdp-vs-manufacturing-gdp.asia-owid-manufacturing-share-of-total-employment
Manufacturing Share Of Total Employment | Asia (Our World in Data)
🌏 641 observations · 46 Asia countries · 2000–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 641 observations of Manufacturing Share Of Total Employment data across 46 Asia countries, spanning 2000–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Manufacturing Share Of Total Employment… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-manufacturing-share-of-total-employment.africa-uganda-ppi-manufacturing-and-utilities-tables-september-2021-c028a071
Ppi Manufacturing and Utilities Tables September 2021 | Africa (Uganda Bureau of Statistics)
2,314 rows - 1 Africa country/area - 2020-2021 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 2,314 rows from Uganda Bureau of Statistics, covering Ppi Manufacturing and Utilities Tables September 2021. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-ppi-manufacturing-and-utilities-tables-september-2021-c028a071.