Oliver Klenum

CardsSolitaire

Object Detection

CardsSolitaire Image Dataset

v4

SolitaireSolverVer1Arg3

Generated on Jun 14, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
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Dataset Split

Train Set 87%
637Images
Valid Set 8%
58Images
Test Set 5%
39Images

Preprocessing

Auto-Orient: Applied
Static Crop: 30-75% Horizontal Region, 24-75% Vertical Region
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%