IOTmind

data 6-12

Object Detection

data 6-12 Image Dataset

v5

2022-12-12 10:02am

Generated on Dec 12, 2022

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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.
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Dataset Split

Train Set 70%
51Images
Valid Set 19%
14Images
Test Set 11%
8Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 22-91% Vertical Region
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±3° Horizontal, ±17° Vertical

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