Dataset Versions

v4

Chess_dataset_augmented_rebalanced

Generated on May 15, 2022

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Dataset Split

Train Set 90%
1707Images
Valid Set 5%
100Images
Test Set 5%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 5% of pixels

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