Dataset Versions

v11

2024-02-26 5:33pm

Generated on Feb 26, 2024

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 88%
6048Images
Valid Set 8%
576Images
Test Set 4%
288Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 2.44% of pixels
Cutout: 5 boxes with 10% size each

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