Dataset Versions

v10

2024-01-05 8:42pm

Generated on Jan 6, 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%
702Images
Valid Set 8%
61Images
Test Set 4%
33Images

Preprocessing

Resize: Fit (black edges) in 640x480
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°

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