Dataset Versions

v3

2022-09-04 5:21pm

Generated on Sep 4, 2022

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.
Other Formats
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Dataset Split

Train Set 83%
945Images
Valid Set 9%
100Images
Test Set 9%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 600x600

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±20° Vertical

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