Dataset Versions

v4

2023-09-15 7:32am

Generated on Sep 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 88%
1113Images
Valid Set 8%
106Images
Test Set 4%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Saturation: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Mosaic: Applied