utkarsh

test

Object Detection

test Image Dataset

v6

2023-01-30 5:29pm

Generated on Jan 30, 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 89%
699Images
Valid Set 7%
52Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%