Dataset Versions

v2

2023-11-29 9:52pm

Generated on Nov 30, 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 65%
63Images
Valid Set 29%
28Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Hue: Between -100° and +100°
Noise: Up to 10% of pixels
Bounding Box: Shear: ±30° Horizontal, ±7° Vertical
Bounding Box: Blur: Up to 6.5px

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