Dataset Versions

v11

2024-09-13 8:31pm

Generated on Sep 13, 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 86%
2223Images
Valid Set 10%
256Images
Test Set 5%
120Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -8° and +8°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%

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