Dataset Versions

v4

2023-05-23 6:18pm

Generated on May 23, 2023

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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 92%
1461Images
Valid Set 4%
62Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1240x720

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images

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