Dataset Versions

v2

2023-07-22 6:27pm

Generated on Jul 22, 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%
223Images
Valid Set 4%
9Images
Test Set 2%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 15 remapped, 2 dropped

Augmentations

Outputs per training example: 7
Hue: Between -25° and +25°
Saturation: Between -25% and +25%