Dataset Versions

v3

2024-01-26 5:07am

Generated on Jan 26, 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 97%
171Images
Valid Set 3%
5Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Hue: Between -40° and +40°
Brightness: Between -10% and +10%
Blur: Up to 3.5px
Noise: Up to 1.09% of pixels
Cutout: 3 boxes with 15% size each
Mosaic: Applied

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