---
tags:
- multispecqr
- qr-code
- image-processing
library_name: multispecqr
---

# MultiSpecQR Palette Decoder

Pre-trained ML decoder for multi-spectral QR codes.

## Model Details

- **Type**: PaletteMLDecoder
- **Outputs**: 8 layers
- **Architecture**: LayerUnmixingCNN

## Usage

```python
from multispecqr.ml_decoder import PaletteMLDecoder

# Load pre-trained model
decoder = PaletteMLDecoder.from_pretrained("Jemsbhai/multispecqr-palette8")

# Decode an image
results = decoder.decode(image)
```

## Training

This model was trained on synthetically generated QR codes using the MultiSpecQR library.

## Links

- [MultiSpecQR GitHub](https://github.com/jemsbhai/multispecqr)
- [MultiSpecQR PyPI](https://pypi.org/project/multispecqr/)