mohammad

ANPR_ir

Object Detection

ANPR_ir Image Dataset

v1

2022-08-30 5:37pm

Generated on Aug 30, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
1600Images
Valid Set 8%
151Images
Test Set 4%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±6° Horizontal, ±6° Vertical
number-plate
715 images
license-plate
761 images
car-nujmber-plate
696 images
car-number-plate
408 images