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model_card.md
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---
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license: apache-2.0
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tags:
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- steganography
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- image-classification
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- onnx
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- computer-vision
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library_name: transformers
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pipeline_tag: image-classification
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datasets:
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- custom
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metrics:
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- accuracy
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- f1
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- auc
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---
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# Model Card: Starlight Unified Model 2025
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## Model Overview
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- **Task**: Detection / Extraction
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- **Architecture**: Unified CNN-based Encoder-Decoder with Residual Blocks
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- **Input**: 256x256 RGB/RGBA or metadata
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- **Output**:
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- Detector: sigmoid probability
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- Extractor: variable-length byte sequence
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## Training
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- **Dataset**: Combined submissions (grok, gemini, claude, chatgpt, sample)
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- **Epochs**: TBD
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- **Batch Size**: TBD
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- **Optimizer**: Adam
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- **Loss**: BCE + MSE (detector), CrossEntropy (extractor)
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## Performance
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| Metric | Value |
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|--------|-------|
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| Accuracy | TBD |
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| AUC-ROC | TBD |
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| F1 Score | TBD |
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| Extraction BER | TBD |
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## Steganography Coverage
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- `lsb`, `alpha`, `dct`, `exif`, `eoi`, `palette`
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## Inference Speed
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- CPU: TBD ms/image
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- GPU: TBD ms/image
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## License
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- Model: Apache 2.0
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- Code: MIT
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