Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -1,3 +1,35 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Model Card: Starlight Unified Model 2025
|
| 2 |
+
|
| 3 |
+
## Model Overview
|
| 4 |
+
- **Task**: Detection / Extraction
|
| 5 |
+
- **Architecture**: Unified CNN-based Encoder-Decoder with Residual Blocks
|
| 6 |
+
- **Input**: 256x256 RGB/RGBA or metadata
|
| 7 |
+
- **Output**:
|
| 8 |
+
- Detector: sigmoid probability
|
| 9 |
+
- Extractor: variable-length byte sequence
|
| 10 |
+
|
| 11 |
+
## Training
|
| 12 |
+
- **Dataset**: Combined submissions (grok, gemini, claude, chatgpt, sample)
|
| 13 |
+
- **Epochs**: TBD
|
| 14 |
+
- **Batch Size**: TBD
|
| 15 |
+
- **Optimizer**: Adam
|
| 16 |
+
- **Loss**: BCE + MSE (detector), CrossEntropy (extractor)
|
| 17 |
+
|
| 18 |
+
## Performance
|
| 19 |
+
| Metric | Value |
|
| 20 |
+
|--------|-------|
|
| 21 |
+
| Accuracy | TBD |
|
| 22 |
+
| AUC-ROC | TBD |
|
| 23 |
+
| F1 Score | TBD |
|
| 24 |
+
| Extraction BER | TBD |
|
| 25 |
+
|
| 26 |
+
## Steganography Coverage
|
| 27 |
+
- `lsb`, `alpha`, `dct`, `exif`, `eoi`, `palette`
|
| 28 |
+
|
| 29 |
+
## Inference Speed
|
| 30 |
+
- CPU: TBD ms/image
|
| 31 |
+
- GPU: TBD ms/image
|
| 32 |
+
|
| 33 |
+
## License
|
| 34 |
+
- Model: Apache 2.0
|
| 35 |
+
- Code: MIT
|