Lody

b

Object Detection

b Image Dataset

v3

2023-12-09 2:52pm

Generated on Dec 9, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 82%
4122Images
Valid Set 12%
589Images
Test Set 6%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Hue: Between -40° and +40°
Blur: Up to 2px

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