Chess Piece Detection Model
This is a YOLO model trained to detect chess pieces on a chessboard.
Model Details
- Model Type: YOLOv8/YOLOv11 Object Detection
- Task: Chess piece detection and classification
- Framework: Ultralytics YOLO
- Repository: dopaul/chess-piece-detector-merged-v2
Files
The following files are included in this model:
best.pt
Usage
from ultralytics import YOLO
# Load the model
model = YOLO('path/to/best.pt')
# Run inference
results = model('path/to/chess_image.jpg')
# Display results
results[0].show()
Model Performance
This model can detect and classify various chess pieces including:
- Pawns
- Rooks
- Knights
- Bishops
- Queens
- Kings
For both black and white pieces.
Training Data
The model was trained on chess piece datasets to achieve robust detection across different chess sets and lighting conditions.