PJBLNew

New-PJBL

Object Detection

New-PJBL Image Dataset

v1

2022-07-27 4:27pm

Generated on Jul 27, 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.
CreateML JSON
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Dataset Split

Train Set 87%
2529Images
Valid Set 8%
242Images
Test Set 4%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Noise: Up to 10% of pixels

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