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senchess-models
MedouneSGB/senchess-models
senchess-models is a machine learning model from MedouneSGB. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Collection of YOLOv8 models for chess piece detection.
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At a glance
- Access
- Public
- Created
- Nov 9, 2025
- Updated
- Nov 14, 2025
- SHA
- d371d152
Model card
From the Hugging Face model README
Senchess AI Models
Collection of YOLOv8 models for chess piece detection.
📦 Available Models
🐉 Kaido v1.0 (kaido_v1.0.pt) - RECOMMENDED
- Best overall performance on styled and standard boards
- 32/32 pieces detection with 98.61% confidence
- Trained on 1,000 positions, 50 epochs
- mAP50: 99.95% | Precision: 99.5% | Recall: 99.5%
- Size: 6.25 MB
- Use case: General purpose, excellent for all board styles
🔱 Haki v1.0 (haki_v1.0.pt)
- Specialized for strategic pieces (King, Queen, Rook, Bishop)
- 32/32 pieces detection with 98.52% confidence
- Trained on styled boards
- Size: 6.25 MB
- Use case: Styled/artistic chess boards
⚙️ Gear v1.1 (gear_v1.1.pt)
- Optimized for standard wooden boards
- mAP50: 98.79%
- Size: 6.25 MB
- Use case: Classic chess boards only
- ⚠️ May fail on styled boards
🚀 Usage
📊 Performance Comparison
| Model | Pieces Detected | Confidence | mAP50 | Best For |
|---|---|---|---|---|
| 🐉 Kaido v1.0 | 32/32 | 98.61% | 99.95% | All boards ⭐ |
| 🔱 Haki v1.0 | 32/32 | 98.52% | - | Styled boards |
| ⚙️ Gear v1.1 | 0-32 | varies | 98.79% | Standard boards |
🎯 Classes (12)
- white-king, white-queen, white-rook, white-bishop, white-knight, white-pawn
- black-king, black-queen, black-rook, black-bishop, black-knight, black-pawn
📝 License
MIT
�� Repository
- Created
- Nov 9, 2025
- Updated
- Nov 14, 2025