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123

Object Detection

123 Image Dataset

v1

EnhancedData

Generated on Aug 20, 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 87%
3723Images
Valid Set 8%
355Images
Test Set 4%
177Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Shear: ±12° Horizontal, ±14° Vertical
Hue: Between -26° and +26°
Brightness: Between -21% and +21%
Exposure: Between -16% and +16%
Blur: Up to 1.25px
Cutout: 9 boxes with 5% size each
Bounding Box: Noise: Up to 12% of pixels