K 5 Fold Cross Validation

Iteration1

Object Detection

Iteration1 Image Dataset

v2

2023-02-05 8:02pm

Generated on Feb 5, 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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Dataset Split

Train Set 92%
3744Images
Valid Set %
0Images
Test Set 8%
312Images

Preprocessing

Resize: Fit (white edges) in 160x160

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -35% and +35%