Dataset Versions

v19

2023-09-01 3:12pm

Generated on Sep 1, 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 87%
1800Images
Valid Set 8%
161Images
Test Set 6%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Brightness: Between -24% and +24%
Bounding Box: Blur: Up to 2.5px