Dataset Versions

v4

2022-08-11 1:14pm

Generated on Aug 11, 2022

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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 94%
6987Images
Valid Set 3%
248Images
Test Set 3%
195Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1024x1024

Augmentations

Outputs per training example: 3
Brightness: Between -4% and +4%

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