Dataset Versions

v2

capy-kangoo2

Generated on Dec 5, 2023

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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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Dataset Split

Train Set 79%
378Images
Valid Set 13%
62Images
Test Set 9%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -9° and +9°
Saturation: Between -25% and +25%
Brightness: Between -62% and +62%
Noise: Up to 8% of pixels

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