Dataset Versions

v6

2024-06-24 2:40pm

Generated on Jun 24, 2024

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 96%
903Images
Valid Set %
0Images
Test Set 4%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 200x200

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -10° and +10°
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%

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