| --- |
| license: cc-by-4.0 |
|
|
| language: |
| - en |
|
|
| pretty_name: InfoBay.AI - 3D CAD Dataset Catalogue |
|
|
| size_categories: |
| - 1K<n<10K |
|
|
| tags: |
| - cad |
| - 3d |
| - glb |
| - obj |
| - engineering |
| - mechanical-engineering |
| - electrical-engineering |
| - architecture |
| - digital-twin |
| - spatial-computing |
| - gaming |
| - simulation |
| - generative-ai |
| - synthetic-data |
| - industrial-design |
| - product-design |
| - computer-aided-design |
| - manufacturing |
| - robotics |
| - dataset |
| - parquet |
|
|
| viewer: true |
| --- |
| |
| # InfoBay.AI – 3D CAD Dataset Catalogue |
|
|
| ## Overview |
|
|
| The **InfoBay.AI – 3D CAD Dataset Catalogue** is a professionally curated collection of CAD models covering engineering, manufacturing, industrial design, architecture, product development, and simulation. The dataset is intended for research, AI model training, digital twin applications, robotics, computer vision, and generative design. |
|
|
| This release contains representative samples from the complete enterprise-scale InfoBay.AI CAD collection. |
|
|
| --- |
|
|
| # Dataset Statistics |
|
|
| | Property | Value | |
| |-----------|------:| |
| | Asset Type | 3D CAD Models | |
| | Total Assets | 1,200,362 | |
| | Storage Format | Apache Parquet | |
| | Compression | ZSTD | |
| | License | CC-BY-4.0 | |
| | Folder Hierarchy | Preserved | |
| | Metadata Included | Yes | |
|
|
| --- |
|
|
| # Categories |
|
|
| The dataset contains CAD assets from multiple engineering and industrial domains including: |
|
|
| - Mechanical Engineering |
| - Architectural Engineering |
| - Electrical Engineering |
| - Industrial Equipment |
| - Manufacturing Components |
| - Robotics |
| - Automotive Parts |
| - Aerospace Components |
| - Medical Equipment |
| - Consumer Products |
| - Characters & Creatures |
| - Art & Abstract |
| - Cultural Heritage |
| - Industrial Assemblies |
|
|
| --- |
|
|
| # Sample Assets |
|
|
| Examples include: |
|
|
| - Aircraft Landing Gear |
| - Heat Exchanger |
| - Pump |
| - Vehicle Suspension System |
| - Automatic Sliding Gate System |
| - Camera Lens |
| - Warehouse Utility Cart |
| - Steam Engine |
| - Aircraft Engine |
| - Injection Mold |
| - Boring Machine |
| - Coil Winding Machine |
|
|
| --- |
|
|
| # Parquet Schema |
|
|
| Each row represents one original file. |
|
|
| | Column | Type | Description | |
| |----------|---------|-----------------------------| |
| | file_name | string | Original filename | |
| | relative_path | string | Original folder path | |
| | extension | string | File extension | |
| | file_size | int64 | File size in bytes | |
| | sha256 | string | SHA-256 checksum | |
| | content | binary | Original file content | |
| |
| The original folder hierarchy is preserved through the **relative_path** column. |
| |
| --- |
| |
| # Dataset Features |
| |
| - Large-scale industrial CAD collection |
| - Original folder structure retained |
| - Binary files stored losslessly |
| - Metadata searchable |
| - SHA-256 integrity verification |
| - Efficient Apache Parquet storage |
| - ZSTD compression |
| - Suitable for enterprise AI workflows |
| |
| --- |
| |
| # Applications |
| |
| This dataset can be used for: |
| |
| - CAD Retrieval |
| - Generative AI |
| - Digital Twin |
| - Engineering AI |
| - Robotics |
| - Manufacturing Automation |
| - Industrial Inspection |
| - Reverse Engineering |
| - 3D Shape Analysis |
| - Product Design Automation |
| - Simulation |
| - Spatial Computing |
| - AR / VR |
| - Game Development |
| |
| --- |
| |
| # Industries |
| |
| - Manufacturing |
| - Automotive |
| - Aerospace |
| - Construction |
| - Industrial Automation |
| - Medical Devices |
| - Electronics |
| - Heavy Engineering |
| - Architecture |
| - Education |
| - Research |
| |
| --- |
| |
| # File Formats |
| |
| The collection may contain formats including: |
| |
| - OBJ |
| - GLB |
| - GLTF |
| - STL |
| - STEP |
| - STP |
| - IGES |
| - IGS |
| - FBX |
| - DAE |
| - PLY |
| - DXF |
| - DWG |
| - 3DS |
| |
| --- |
| |
| # Loading the Dataset |
| |
| ```python |
| from datasets import load_dataset |
|
|
| dataset = load_dataset( |
| "YOUR_USERNAME/3d-cad-dataset", |
| split="train" |
| ) |
| |
| print(dataset) |
| ``` |
| |
| --- |
| |
| # Restoring the Original Dataset |
| |
| Each row stores the original binary content together with its original relative path. The dataset can therefore be reconstructed exactly as it existed before conversion by writing the `content` field back to the corresponding `relative_path`. |
| |
| --- |
| |
| # Intended AI Use Cases |
| |
| - Foundation Models for 3D Assets |
| - CAD Retrieval Systems |
| - Design Similarity Search |
| - Engineering Knowledge Graphs |
| - Large Multimodal Models |
| - Digital Twin Platforms |
| - Geometry Processing |
| - Robotics Simulation |
| - Industrial AI |
| |
| --- |
| |
| # License |
| |
| This dataset is distributed under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** License. |
| |
| Users are free to: |
| |
| - Share |
| - Adapt |
| - Redistribute |
| - Build commercial products |
| |
| provided proper attribution is given. |
| |
| --- |
| |
| # Citation |
| |
| ```bibtex |
| @dataset{infobay_3d_cad_dataset_2026, |
| title = {InfoBay.AI – 3D CAD Dataset Catalogue}, |
| author = {InfoBay.AI}, |
| year = {2026}, |
| license = {CC-BY-4.0}, |
| publisher = {InfoBay.AI} |
| } |
| ``` |
| |
| --- |
| |
| # About InfoBay.AI |
| |
| InfoBay.AI develops large-scale, enterprise-grade AI datasets spanning vision, language, speech, documents, healthcare, engineering, and multimodal applications. The datasets are designed to support research, foundation model training, enterprise AI solutions, and next-generation generative AI systems. |
