Dataset Versions

v1

2024-12-02 10:47am

Generated on Dec 2, 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 88%
120Images
Valid Set 8%
11Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 21% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 1.1px
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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