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Birlos1

Object Detection

Birlos1 Image Dataset

v1

Birlo

Generated on May 2, 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 94%
87Images
Valid Set 5%
5Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -161° and +161°
Exposure: Between -17% and +17%
Burbujas-grietas-desgaste-
103 images
burbujas-tuercas-faltantes-desga
103 images