vehical detection in streeet

characters

Object Detection

characters Image Dataset

v2

2023-05-09 10:17am

Generated on May 9, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 90%
551Images
Valid Set 6%
35Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -5% and +5%
EALPR-Characters
670 images
elp
letters-and-numbers
670 images
arabic-characters-and-digits
203 images