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Update ML setup guide and add model scripts

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10x Developer 2026-05-09 01:38:35 +02:00
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ML_SETUP_GUIDE.md
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@ -12,7 +12,7 @@ The system uses a **Hybrid Pipeline** to balance performance on mobile devices w
2. **Classification**: Crops each detected card and passes it through two specialized TensorFlow.js models to determine the **Suit** and the **Value**.
## 2. Data Collection & Labeling
Because Jass cards have unique iconography, we use a custom dataset created from internet samples.
Because Jass cards have unique iconography, we use a custom dataset.
### Labeling Strategy: Folder-Based Annotation
Instead of using bounding-box tools, we use the directory structure as labels.
@ -29,7 +29,7 @@ dataset/
├── 6/
├── 7/
...
└── 13/
└── 14/
```
### Process: