v1

2024-02-04 7:49pm

Generated on Feb 4, 2024

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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 92%
7752Images
Valid Set 4%
323Images
Test Set 4%
323Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
wx
Calisan
2262 images
wx
Calisan-Yelek-Baret-Yelek
2221 images
wx
Calisan-Yelek-Baret
2148 images
ConstructionArea3
9898 images