LPR

Dashboard

Object Detection

Dashboard Image Dataset

v6

2022-12-28 9:38pm

Generated on Dec 28, 2022

Popular Download Formats

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 87%
600Images
Valid Set 5%
33Images
Test Set 9%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
Exposure: Between -15% and +15%
Blur: Up to 1px
cd
nitu
2859 images
nitu-PsJE
2763 images
Object-detection-oiqa
240 images
Object-detection-Object-detection-oiqa-cars-master-USds
1519 images