Create README.md
Browse files# Model Card for Маломерное алюминиевое судно (Лазерная резка)
<!-- Provide a quick summary of what the model is/does. -->
This modelcard describes a **parametric DXF template** for laser-cutting aluminum sheets (3 mm, 5083-H116) to produce hull panels and structural elements of a small aluminum boat (4.5 m length). The output is a flat layout ready for CNC laser cutting with full dimensions, annotations, and cutting parameters.
---
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is a **CAD-based flat pattern generator** for marine aluminum hull components. It includes:
- Hull side panels (port/starboard)
- Bottom panel
- Transom plate
- Longitudinal stringers (4×)
- Transverse frames (5×)
- Assembly marks & bend lines
All geometry is parameterized and exported as **DXF** with layers: `CONTOUR`, `BEND`, `HOLES`, `MARKS`.
> **Developed by:** [Your Name / Team]
> **Funded by:** [Optional]
> **Shared by:** [Your GitHub / Organization]
> **Model type:** CAD Parametric Template (DXF Output)
> **Language(s):** Python (FreeCAD macro) / OpenSCAD
> **License:** MIT
> **Finetuned from model [optional]:** N/A
---
## Model Sources [optional]
<!-- Provide the basic links for the model. -->
- **Repository:** https://github.com/[yourname]/aluminum-boat-laser-dxf
- **Paper [optional]:** N/A
- **Demo [optional]:** https://[yourdomain]/boat-dxf-viewer
---
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
- **Primary Use:** Generate flat patterns for laser cutting 3 mm aluminum sheets on CNC machines (fiber laser, 4 kW).
- **Users:** Boat builders, DIY marine fabricators, small shipyards.
- **Input:** Boat length, beam, deadrise angle, sheet size.
- **Output:** DXF file with nested parts, cut path, kerf compensation (0.25 mm), lead-in/lead-out.
---
### Out-of-Scope Use
- Not for structural certification (use with FEA validation).
- Not for thicknesses > 6 mm or materials other than 5xxx aluminum.
- Not for curved 3D forming (flat patterns only).
---
## Bias, Risks, and Limitations
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
- **Kerf variation:** Actual kerf depends on laser focus, gas pressure, and material batch.
- **Thermal distortion:** Long cuts may cause minor warping in thin sheets.
- **Tolerance:** ±0.3 mm (achievable); tighter requires post-processing.
- **Safety:** High-power laser — requires proper shielding, ventilation, and trained operator.
---
## Recommendations
- Validate first cut on scrap material.
- Use nitrogen assist gas (16 bar) to prevent oxidation.
- Apply anti-spatter coating on nozzle.
- Nest parts to minimize sheet waste (< 15 %).
---
## Technical Specifications
| Parameter | Value |
|--------|-------|
| **Sheet Size** | 1200 × 800 mm (nesting optimized) |
| **Material** | Aluminum 5083-H116 |
| **Thickness** | 3 mm |
| **Laser Power** | 4 kW (fiber) |
| **Cutting Speed** | 2.0 m/min |
| **Gas** | Nitrogen, 16 bar |
| **Kerf Width** | 0.25 mm |
| **Focus Position** | On surface |
| **File Format** | DXF (R2018), layers separated |
| **Software** | FreeCAD / SheetCAM / SigmaNEST |
---
## Boat Dimensions (Final Assembly)
| Component | Dimensions |
|---------|------------|
| **Length Overall (LOA)** | 4500 mm |
| **Beam** | 1800 mm |
| **Side Height** | 600 mm |
| **Deadrise** | 12° |
| **Transom Height** | 500 mm |
| **Stringers** | 4 × (40×3 mm, L=4000 mm) |
| **Frames** | 5 × (50×30×3 mm) |
---
## How to Use
```bash
# Example: Generate DXF
python generate_boat_dxf.py \
--length 4500 \
--beam 1800 \
--sheet 1200 800 \
--output boat_hull_flat.dxf
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# For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
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# Doc / guide: https://huggingface.co/docs/hub/model-cards
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{}
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---
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# Model Card for Model ID
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<!-- Provide a quick summary of what the model is/does. -->
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This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
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## Model Details
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### Model Description
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- **Developed by:** [More Information Needed]
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- **Funded by [optional]:** [More Information Needed]
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- **Shared by [optional]:** [More Information Needed]
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- **Model type:** [More Information Needed]
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- **Language(s) (NLP):** [More Information Needed]
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- **License:** [More Information Needed]
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- **Finetuned from model [optional]:** [More Information Needed]
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### Model Sources [optional]
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<!-- Provide the basic links for the model. -->
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- **Repository:** [More Information Needed]
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- **Paper [optional]:** [More Information Needed]
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- **Demo [optional]:** [More Information Needed]
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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### Direct Use
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<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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[More Information Needed]
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### Downstream Use [optional]
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<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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[More Information Needed]
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### Out-of-Scope Use
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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[More Information Needed]
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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[More Information Needed]
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## How to Get Started with the Model
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Use the code below to get started with the model.
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[More Information Needed]
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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[More Information Needed]
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### Training Procedure
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<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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#### Preprocessing [optional]
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[More Information Needed]
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#### Training Hyperparameters
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- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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#### Speeds, Sizes, Times [optional]
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[More Information Needed]
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## Evaluation
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<!-- This section describes the evaluation protocols and provides the results. -->
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### Testing Data, Factors & Metrics
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#### Testing Data
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[More Information Needed]
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#### Factors
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<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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[More Information Needed]
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#### Metrics
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[More Information Needed]
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### Results
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[More Information Needed]
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#### Summary
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## Model Examination [optional]
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[More Information Needed]
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## Environmental Impact
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<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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- **Hardware Type:** [More Information Needed]
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- **Hours used:** [More Information Needed]
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- **Cloud Provider:** [More Information Needed]
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- **Compute Region:** [More Information Needed]
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- **Carbon Emitted:** [More Information Needed]
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## Technical Specifications [optional]
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### Model Architecture and Objective
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[More Information Needed]
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### Compute Infrastructure
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[More Information Needed]
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#### Hardware
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#### Software
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## Citation [optional]
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<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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**BibTeX:**
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[More Information Needed]
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**APA:**
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[More Information Needed]
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## Glossary [optional]
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<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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[More Information Needed]
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## More Information [optional]
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[More Information Needed]
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## Model Card Authors [optional]
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[More Information Needed]
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## Model Card Contact
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[More Information Needed]
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