Dataset Versions

v8

2024-04-30 10:45pm

Generated on Apr 30, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Animal
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 1.9px
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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