Thiago Ribeiro

Badges

Object Detection

Badges Image Dataset

v2

2021-10-28 5:22pm

Generated on Oct 28, 2021

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 83%
900Images
Valid Set 11%
124Images
Test Set 6%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±32° Horizontal, ±36° Vertical
brand-logos-product-pictures-claims-and-lables-XulP
201 images
brand-logos-product-pictures-claims-and-lables
101 images
character-barcode-nutrition
213 images