Dataset Versions

v11

2023-11-26 11:33am

Generated on Nov 26, 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 90%
1269Images
Valid Set 5%
74Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±0° Horizontal, ±20° Vertical
Grayscale: Apply to 30% of images
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical

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