Dataset Versions

v12

2023-10-12 11:13am

Generated on Oct 12, 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%
1278Images
Valid Set 8%
104Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 800x800
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px

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