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: 2026-09-21. 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.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.Autonomous-Manufacturing-RobotmanufacturingThis dataset is associated with FabNER paper. https://link.springer.com/article/10.1007/s10845-021-01807-x
Kindly cite if you use it.
ego-exo-manufacturing-synced
Ego-Exo Manufacturing — Synced Pairs
Gated dataset — request access above to download.
This is the Synced Pairs subset of the Ego-Exo Manufacturing dataset. It contains 40 groups of temporally aligned ego+exo video pairs recorded in a real shoe manufacturing facility, paired with atomic action descriptions and expert commentary annotations.
For the standalone (non-synced) sessions, see the public dataset.
Dataset Statistics
Attribute
Value
Synced… See the full description on the dataset page: https://huggingface.co/datasets/third-origin/ego-exo-manufacturing-synced.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.manufacturing-unit-egocentric-sample
🏭 Manufacturing Unit 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/manufacturing-unit-egocentric-sample.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.ManufacturingRCA_Knowledge_Dataset
ManufacturingRCA_Knowledge_Dataset
Dataset Summary
This dataset is a structured knowledge graph constructed using Fujitsu Knowledge Graph enhanced RAG for Root Cause Analysis, one of Fujitsu's proprietary technologies.
ManufacturingRCA_doc.csv (Trouble Tickets for Manufacturing Equipment) was used as the input document and converted into a knowledge graph.
Because it is provided in Neo4j format, it can be easily visualized and can utilized for simple chat applications… See the full description on the dataset page: https://huggingface.co/datasets/Fujitsu/ManufacturingRCA_Knowledge_Dataset.ego-exo-manufacturing
Ego-Exo Manufacturing Dataset
Ego-Exo Manufacturing is a video dataset of real shoe manufacturing operations with two configs.
synced_pairs — temporally synchronized ego+exo pairs with expert annotations. Videos are in a separate gated repo: skill-ai/ego-exo-manufacturing-synced.
standalone contains individual sessions from workers, with action labels.
Dataset Statistics
Attribute
Value
Total video content
~275 hours
Synced ego-exo pairs
40 groups… See the full description on the dataset page: https://huggingface.co/datasets/third-origin/ego-exo-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.manufacturing_kitting_dataset_kit_objectManufacturing-Hardware-and-MaterialsCommercial License Available: This is a free evaluation subset of a 71,777-image dataset. To acquire the full commercial dataset (100% clean-room guaranteed, zero PII, zero copyright risk), visit outpostvertical.com/manufacturing to purchase via Enterprise PO, or email data@outpostvertical.com for a SWIFT wire invoice.
EVALUATION SUBSET: The 2026 Manufacturing Hardware & Materials Vision Pack
1. Evaluation Dataset Overview
Eval Subset Image Count: 410 Images… See the full description on the dataset page: https://huggingface.co/datasets/outpostvertical/Manufacturing-Hardware-and-Materials.Manufacturing-Task-SO101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/Schisttherock/Manufacturing-Task-SO101.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.smart_manufacturing
Smart_Manufacturing (TsFile)
Apache TsFile version of the Smart_Manufacturing sub-dataset of Real-TSF/TIME-ProcessedCSV.
Overview
Smart_Manufacturing is one of the processed time-series collections bundled in TIME-ProcessedCSV, a multi-domain repository of cleaned CSV series (energy, transport, weather, finance, health and more), each with a timestamp column and one or more measurement columns per file.
Source files: 34 CSV file(s) under… See the full description on the dataset page: https://huggingface.co/datasets/THULab/smart_manufacturing.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.AgentDS-Manufacturing
🏭 AgentDS-Manufacturing
This dataset is part of the AgentDS Benchmark — a multi-domain benchmark for evaluating human-AI collaboration in real-world, domain-specific data science.
AgentDS-Manufacturing includes sensor and operational data for 3 challenges:
Predictive maintenance (equipment failure within 24h)
Production delay forecasting
Quality cost estimation
👉 Files are organized in the Manufacturing/ folder and reused across challenges.Refer to the included… See the full description on the dataset page: https://huggingface.co/datasets/lainmn/AgentDS-Manufacturing.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.Manufacturing-Task-SO101-20260805_125000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
6
],
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/Schisttherock/Manufacturing-Task-SO101-20260805_125000.manufacturing_kitting_datasettextile-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.affordable-mass-us-drone-manufacturing
Affordable Mass
Modernizing U.S. Drone Manufacturing with Existing Domestic Industrial Capacity
Prepared by Ouroboros | August 2026
This repository contains a public-source industrial-strategy white paper on how the United States can use existing factories, supplier networks, materials programs, electronics capacity, battery investments, workforce infrastructure, and acquisition tools to make military-relevant uncrewed aircraft cheaper, more scalable, more… See the full description on the dataset page: https://huggingface.co/datasets/cjc0013/affordable-mass-us-drone-manufacturing.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.