Dataset Versions

v2

2022-09-28 11:40am

Generated on Sep 28, 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.
Other Formats
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Dataset Split

Train Set 87%
1440Images
Valid Set 9%
141Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -25° and +25°
Saturation: Between -24% and +24%
Brightness: Between -45% and +45%
Blur: Up to 1px
Noise: Up to 5% of pixels

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