Dataset Versions

v1

2023-10-23 9:27pm

Generated on Oct 23, 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 95%
24804Images
Valid Set 3%
788Images
Test Set 2%
395Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Cutout: 3 boxes with 37% size each
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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