Dataset Versions

v21

YSYS

Generated on Jul 13, 2023

Popular Download Formats

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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 75%
537Images
Valid Set 15%
107Images
Test Set 10%
71Images

Preprocessing

Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -50° and +50°
Saturation: Between -70% and +70%
Brightness: Between -35% and +35%

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