MedouneSGB/senchess-models

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

https://github.com/MedouneSGB/Senchess-AI