Dataset Versions

v8

2022-09-28 9:23am

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.
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Dataset Split

Train Set 82%
177Images
Valid Set 9%
20Images
Test Set 9%
20Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Saturation: Between -3% and +3%
Brightness: Between -18% and +18%
Noise: Up to 4% of pixels
Mosaic: Applied

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