Dataset Versions

v23

2022-08-12 9:26pm

Generated on Aug 13, 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 91%
879Images
Valid Set 6%
54Images
Test Set 4%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Hue: Between -30° and +30°
Saturation: Between -40% and +40%
Brightness: Between -35% and +35%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1% of pixels

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