Dataset Versions

v1

2024-03-06 4:49pm

Generated on Mar 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 87%
87Images
Valid Set 12%
12Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2048x2048

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Grayscale: Apply to 15% of images

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