Dataset Versions

v10

Red Horse

Generated on Feb 27, 2022

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 85%
173Images
Valid Set 8%
16Images
Test Set 7%
14Images

Preprocessing

Auto-Orient: Applied
Static Crop: 12-88% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°

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