Dataset Versions

v14

2024-01-22 12:53pm

Generated on Jan 22, 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 89%
780Images
Valid Set 6%
50Images
Test Set 6%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 3px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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