Dataset Versions

v1

2023-08-31 6:37pm

Generated on Aug 31, 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.
Other Formats
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Dataset Split

Train Set 88%
786Images
Valid Set 8%
75Images
Test Set 4%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 450x450

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -26° and +26°
Saturation: Between -44% and +44%
Brightness: Between -36% and +36%
Blur: Up to 1.5px
Noise: Up to 1% of pixels

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