Mick Vermeulen

Blackjack

Object Detection

Blackjack Image Dataset

v4

2023-11-07 2:56pm

Generated on Nov 7, 2023

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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.
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Dataset Split

Train Set 87%
285Images
Valid Set 8%
27Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Noise: Up to 3% of pixels