LPR

Dashboard

Object Detection

Dashboard Image Dataset

v25

2023-12-24 6:58pm

Generated on Dec 24, 2023

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 77%
1263Images
Valid Set 9%
151Images
Test Set 13%
220Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
cd
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