Dataset Versions

v16

2023-02-12 3:20pm

Generated on Feb 12, 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 89%
1758Images
Valid Set 7%
132Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -20° and +20°
Brightness: Between -25% and +25%
Blur: Up to 3.5px