Dataset Versions

v2

Gold_2023-02-03 3-03pm

Generated on Feb 3, 2023

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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
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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, 14 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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