Dataset Versions

v6

2024-06-29 4:30pm

Generated on Jun 29, 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.
Other Formats
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Dataset Split

Train Set 87%
987Images
Valid Set 9%
98Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise
Rotation: Between -13° and +13°
Shear: ±5° Horizontal, ±5° Vertical

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