utkarsh

test

Object Detection

test Image Dataset

v7

2023-10-30 4:26pm

Generated on Oct 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 88%
657Images
Valid Set 7%
55Images
Test Set 5%
36Images

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%
Blur: Up to 2.5px
Noise: Up to 5% of pixels