yodatrafik

(blur)parkyapilmaz

Object Detection

(blur)parkyapilmaz Image Dataset

v1

2023-02-08 3:49pm

Generated on Feb 8, 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 89%
442Images
Valid Set 6%
28Images
Test Set 6%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Shear: ±20° Horizontal, ±10° Vertical
Brightness: Between 0% and +50%
Blur: Up to 6px
traffic-signs
277 images
no-plate
348 images
blur-traffic-signs-traffic-signs
8227 images