Scale Dataset

v6

2023-08-31 8:37am

Generated on Aug 31, 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 89%
1404Images
Valid Set 9%
139Images
Test Set 2%
36Images

Preprocessing

Resize: Fit (black edges) in 700x600

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°

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