Dataset Versions

v2

2024-03-09 5:08pm

Generated on Mar 9, 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 93%
3111Images
Valid Set 5%
153Images
Test Set 2%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±11° Horizontal, ±14° Vertical
Noise: Up to 0.22% of pixels
Bounding Box: Shear: ±6° Horizontal, ±6° Vertical

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