Dataset Versions

v1

2024-10-17 1:30pm

Generated on Oct 17, 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 88%
10449Images
Valid Set 8%
976Images
Test Set 4%
487Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 128x128
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Blur: Up to 0.9px

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