Dataset Versions

v5

2023-02-06 10:18am

Generated on Feb 6, 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 92%
765Images
Valid Set 7%
62Images
Test Set 0%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 0 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Hue: Between -11° and +11°
Saturation: Between -13% and +13%
Brightness: Between -12% and +12%

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