Dataset Versions

v3

2023-12-13 9:10pm

Generated on Dec 13, 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.
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Dataset Split

Train Set 87%
408Images
Valid Set 10%
46Images
Test Set 3%
13Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 52% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 4.5px
Noise: Up to 5% of pixels
Mosaic: Applied

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