Dataset Versions

v4

2023-10-05 9:39pm

Generated on Oct 5, 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 92%
990Images
Valid Set 8%
84Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 320x320

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 4px
Cutout: 3 boxes with 22% size each
Mosaic: Applied
Bounding Box: Noise: Up to 3% of pixels

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