Dataset Versions

v5

2024-09-27 10:50am

Generated on Sep 27, 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 94%
609Images
Valid Set 3%
17Images
Test Set 3%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1300x1300

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Saturation: Between -10% and +10%
Brightness: Between -15% and +15%

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