Dataset Versions

v4

Generasi4

Generated on Feb 16, 2023

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 89%
1011Images
Valid Set 10%
115Images
Test Set 0%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -15% and +15%

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