Arslonbek Madyarov

Chess piece detection

Object Detection

Chess piece detection Image Dataset

v8

2023-09-26 8:17am

Generated on Sep 26, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 92%
192Images
Valid Set 4%
8Images
Test Set 4%
8Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 24 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -5% and +5%
Mosaic: Applied