RC Walls Dataset V1 β 25 reinforced concrete wall drawings, png + pdf, structural engineering details
A professional dataset of real structural engineering drawings, created for AI training, OCR research, BIM automation and technical analysis.
All drawings come from a large structural engineering office with over 15 years of experience in reinforced concrete design, construction detailing and statics.
Every file has been anonymized, metadata removed and optimized specifically for dataset use.
π¦ Whatβs included
You will receive:
- 25Γ PNG files (1200 DPI, ultra-sharp)
- 25Γ PDF files (flattened, metadata removed)
- README + LICENSE + DATA_DICTIONARY + INDEX + DATASET_STRUCTURE_BLUEPRINT + DATASET_INFO_TEMPLATE
Total: 50 files + documentation.
This is a digital download.
No physical items will be shipped.
π Technical details
Each drawing includes:
- reinforcement layouts
- dimensions and annotations
- cross-sections
- detailing symbols
- scale (most 1:25 / 1:50)
- clean black & white CAD-style formatting
The drawings originate from real reinforced concrete projects and represent common detailing approaches used in European structural design practice.
π― Perfect for
- civil engineering students
- engineering education
- construction and architecture learners
- BIM automation research
- AI/OCR model training
- multimodal dataset development
- digital engineering projects
- drafting and detail-reading practice
- research & development in civil engineering
π File specifications
- PNG: 1200 DPI, high resolution
- PDF: vector-style flattened drawings
- monochrome technical CAD layout
- consistent naming convention: RC_Wall_V1-XXX
- fully anonymized
- dataset-ready format
π License
β Allowed:
AI training, OCR models, BIM automation, research, software development, commercial use inside your own tools or models.
β Not allowed:
reselling, redistributing or publicly publishing the raw dataset or individual images.
You may use the drawings for commercial model training and internal tools.
β FAQ
Q: Are these real engineering drawings?
Yes β created by experienced structural engineers and cleaned for dataset use.
Q: Are the files high resolution?
Yes β all PNG files are exported at 1200 DPI.
Q: Can I print the drawings?
Yes, they print very sharply due to the high resolution.
Q: Can I use this dataset for commercial AI training?
Yes β fully allowed by the license.
Q: Is this suitable for students?
Absolutely β the dataset was curated specifically to help students learn reinforcement, detailing and reading technical drawings.
Q: Are other datasets available?
Yes β and more sets (beams, slabs, foundations) are in preparation.