Dataset Versions

v3

2023-10-15 11:13am

Generated on Oct 15, 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 89%
56Images
Valid Set 10%
6Images
Test Set 2%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2000x2000
Grayscale: Applied

Augmentations

Outputs per training example: 4
Rotation: Between -3° and +3°
Saturation: Between -38% and +38%
Brightness: Between -25% and +25%
Blur: Up to 0.5px
Noise: Up to 3% of pixels