Dataset Versions

v9

2023-01-16 7:05pm

Generated on Jan 16, 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 94%
1503Images
Valid Set 3%
50Images
Test Set 3%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between 0% and +20%
Blur: Up to 2px
Noise: Up to 1% of pixels
Mosaic: Applied