car plate

momen_symbol_only

Object Detection

momen_symbol_only Image Dataset

v2

2023-09-15 10:24pm

Generated on Sep 15, 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 90%
1161Images
Valid Set 5%
62Images
Test Set 5%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Bounding Box: Rotation: Between -45° and +45°
circles-squares-crosses-triangle
510 images
symbols_only
597 images
square-circle-triangle-cross
70 images
cross-rectangle-triangle-circle
116 images