ie Dataset

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2023-12-31 3:38pm
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2023-12-31 12:51pm
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2023-12-31 10:36am
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2023-12-31 10:36am

Generated on Dec 31, 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.
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4760 Total Images

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Dataset Split

Train Set 82%
3920Images
Valid Set 12%
560Images
Test Set 6%
280Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 2
Rotation: Between -16° and +16°
Shear: ±20° Horizontal, ±12° Vertical
Bounding Box: Shear: ±10° Horizontal, ±0° Vertical