Dataset Versions

v4

2024-03-25 1:39pm

Generated on Mar 25, 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 85%
23Images
Valid Set 11%
3Images
Test Set 4%
1Images

Preprocessing

Auto-Orient: Applied
Static Crop: 11-92% Horizontal Region, 4-47% Vertical Region
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%

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