Dataset Versions

v15

2024-05-17 1:45pm

Generated on May 17, 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 96%
7476Images
Valid Set 4%
328Images
Test Set 0%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±13° Horizontal, ±14° Vertical

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