Defect

А

Object Detection

А Image Dataset

v2

2024-04-14 12:45am

Generated on Apr 13, 2024

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 82%
14358Images
Valid Set 11%
1847Images
Test Set 8%
1361Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±14° Vertical
Saturation: Between -21% and +21%
Helmet-insulator
6837 images
helmet-insulator
7289 images
helmet-insulator
8672 images
Stat-helm-EDTb
7190 images
Helmet-insulator
2930 images