Dataset Versions

v14

2023-12-14 4:53pm

Generated on Dec 14, 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 80%
1812Images
Valid Set 10%
230Images
Test Set 10%
230Images

Preprocessing

Auto-Orient: Applied
Static Crop: 33-58% Horizontal Region, 30-58% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal

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