Dataset Versions

v1

2023-12-20 1-47am 65

Generated on Dec 19, 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 85%
1593Images
Valid Set 9%
177Images
Test Set 5%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Mosaic: Applied
Bounding Box: Noise: Up to 3% of pixels