class

aa

Object Detection

aa Image Dataset

v3

xx

Generated on Jun 14, 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
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Dataset Split

Train Set 88%
4173Images
Valid Set 8%
396Images
Test Set 4%
198Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
4
70kmph-speed-limit
338 images
traffic-signs
1980 images
panneaux-de-signalisation
103 images