Dataset Versions

v14

2023-06-15 10:16am

Generated on Jun 15, 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 83%
5848Images
Valid Set 11%
766Images
Test Set 6%
438Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x300
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 2
Rotation: Between -12° and +12°

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