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Plate number tn

Object Detection

Plate number tn Image Dataset

v3

2024-06-10 12:21pm

Generated on Jun 10, 2024

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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 90%
180Images
Valid Set 8%
16Images
Test Set 2%
5Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±42° Horizontal, ±8° Vertical
Saturation: Between -11% and +11%
Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels