Datasets:
File size: 3,817 Bytes
9dd947a 8b8963d 9dd947a 8b8963d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 |
---
license: cc-by-4.0
task_categories:
- text-generation
- image-to-text
- text-to-image
language:
- en
tags:
- electronics
- schematics
- kicad
- hardware
- pcb
- circuit-design
- engineering
size_categories:
- 10K<n<100K
---
# Open Schematics Dataset
A comprehensive dataset of electronic schematics from hardware projects. This dataset is designed for training AI models on circuit design, component recognition, and hardware engineering tasks.
## Dataset Description
This dataset contains electronic schematic files along with their visual representations, component information, and metadata from various hardware projects.
### Dataset Structure
Each record in the dataset contains:
- **schematic**: Raw schematic file content (primarily `.kicad_sch` format)
- **image**: PNG rendering of the schematic
- **components_used**: List of electronic components used in the schematic
- **json**: JSON representation of the schematic structure
- **yaml**: YAML representation of the schematic metadata
- **name**: Project name
- **description**: Project description
- **type**: File extension/format (e.g., `.kicad_sch`)
### Data Fields
| Field | Type | Description |
|-------|------|-------------|
| `schematic` | string | Raw schematic file content |
| `image` | image | Visual rendering of the schematic (PNG) |
| `components_used` | list[string] | Electronic components used in the design |
| `json` | string | JSON representation of schematic structure |
| `yaml` | string | YAML metadata of the schematic |
| `name` | string | Name of the project |
| `description` | string | Description of the project |
| `type` | string | Schematic file format/extension |
## Dataset Creation
### Source Data
The dataset is compiled from hardware projects, with schematics created using EDA software.
### Data Collection
Schematics were collected from publicly available hardware repositories and processed to extract:
- Raw schematic files
- Visual representations (PNG images)
- Component lists
- Structured metadata (JSON/YAML)
### Data Processing
- Empty schematics (without components or symbols) are filtered out
- Component names are extracted from library symbols
- Images are generated for visual representation
- Multiple format representations (raw, JSON, YAML) are provided for flexibility
## Use Cases
This dataset can be used for:
- **Circuit Design AI**: Training models to generate or understand electronic schematics
- **Component Recognition**: Identifying electronic components from schematic diagrams
- **Design Assistance**: Building tools to help engineers with circuit design
- **Documentation Generation**: Automatically generating documentation from schematics
- **Design Validation**: Training models to detect errors or suggest improvements
- **Educational Tools**: Creating interactive learning systems for electronics education
## Limitations
- Dataset primarily contains `.kicad_sch` format schematics
- Quality and complexity of schematics vary across projects
- Some projects may have incomplete metadata
- Component naming conventions may vary between projects
## License
This dataset is released under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license. Please ensure you comply with the original licenses of the source projects when using this data.
## Citation
If you use this dataset in your research or projects, please cite:
```bibtex
@dataset{open_schematics_2025,
title={Open Schematics: A Dataset of Electronic Schematics from Hardware Projects},
author={bshada},
year={2025},
publisher={Hugging Face},
howpublished={\url{https://huggingface.co/datasets/bshada/open-schematics}}
}
```
## Contact
For questions, issues, or contributions, please open an issue on the dataset repository.
|