auto_label Dataset

v4

2024-02-09 11:06pm

Generated on Feb 10, 2024

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

Train Set 86%
6423Images
Valid Set 10%
746Images
Test Set 5%
338Images

Preprocessing

Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Shear: ±14° Horizontal, ±14° Vertical
Hue: Between -96° and +96°
Blur: Up to 3px
Noise: Up to 6.28% of pixels