Dataset Versions

v8

2024-11-27 1:41am

Generated on Nov 26, 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 88%
3567Images
Valid Set 8%
317Images
Test Set 4%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -21% and +21%
Brightness: Between 0% and +20%
Exposure: Between -10% and +10%

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