Dataset Versions

v22

2024-11-19 4:42pm

Generated on Nov 19, 2024

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%
2199Images
Valid Set 9%
224Images
Test Set 4%
112Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 1 dropped
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -10° and +10°