Dataset Versions

v1

2023-08-29 11:20pm

Generated on Aug 30, 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 93%
1806Images
Valid Set 7%
127Images
Test Set 0%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Rotation: Between -8° and +8°
Shear: ±5° Horizontal, ±4° Vertical
Cutout: 7 boxes with 2% size each
Mosaic: Applied