Dataset Versions

v1

2023-04-11 6:46pm

Generated on Apr 11, 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 85%
29Images
Valid Set 9%
3Images
Test Set 6%
2Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 29-90% Vertical Region
Resize: Stretch to 1280x280

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°

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