Dataset Versions

v14

2023-03-30 12:40pm

Generated on Mar 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 81%
464Images
Valid Set 16%
92Images
Test Set 2%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -10° and +10°
Grayscale: Apply to 50% of images
Exposure: Between -20% and +20%
Blur: Up to 3px

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