Dataset Versions

v4

2024-03-28 6:04pm

Generated on Mar 28, 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.
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Preprocessing

Dynamic Crop: Class: text
Grayscale: Applied
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 23% of images
Blur: Up to 2.5px
Cutout: 5 boxes with 3% size each
Bounding Box: Shear: ±19° Horizontal, ±19° Vertical
Bounding Box: Blur: Up to 4px
Bounding Box: Noise: Up to 0.18% of pixels

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